{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "6b202613-b563-4820-bd31-1f5af0db4470",
   "metadata": {},
   "source": [
    "1 基础散点图——多系列散点图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "91853c24-9bad-47dc-a916-06bed015f50f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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iov7991/D/Zqb3bt3GWZrsLa21n//+5QGDOivOnWyf54nJSX97377Tv7+hwztLl26pBdemKhVq1aX+IsygYGBeu21V5Wammp0vF+/fho6dJhatWolS0tLZWRkKCDguFauXKVVq1YaXoLLyMjQ9OnT5elZx+R3asCAAWrVqqUkac2atUYvVfXvP0CtW7fKNbamTZsV/wIBAABwVyHxDwAAAKBUdet2Y83jDRs2GiX+u3Xrpg4dOhSr/+t//G/ZspW++eYbubi4GJVbWFiobdu2+u677zR16lStWeNrKNu4cYMmT37DkAwxJTU1VZMmTTJKdjZo0EBz5sxR3br1ctS3t7dXt27d1K1bNy1YsED/93+fGso++OAD+fh0kbu7e5Gvt6COHDkiMzMzTZkyVSNHjsxRXrduPb3zzky5ublpzpw5huMbN25UXNw1XblyRRUrVtQ338xTmzZtjNqam5vLy6utfvhhocaNe067dt1I+C1btrTcJv5vTkbfmui/XS9sFNXNiUNJ6tmzpz777HOTszOYmZnJw8NDHh4e6tatm6ZOfVN//fWXKleunGv/ZX0fnD59Os/vs4uLS4l872JjY/Xyyy8ZJf3btm2nTz/9VNWqVctRv1KlSurbt6969+6t9957T8uWLZWUnbCeOnWKtmzZanLq9CNHjujs2bOG/YoVK+rnn38xJIZv5eTkJC+vtvLyaqunnx6j0NDQXNeZL6rU1FRt3LjB6Nhnn32uhx56yGR9GxsbNWnSRE2aNNHgwUMUGxurPXv25HmO3bt36+uv5xodq1mzpubO/VoNGzbMUd/MzEy1a9dW7dq19eijjyo2NlZLl/6U5zn69x+g7t27q0GDBrnWsbS0VKNG96lRo/v05JMj9Oqrr2rHju2SshO1X3wxR4sXLzHZ9tFH+xm2Fyz41ijx/8gjj8rDwyPP+CSpbt26qlu3riTJ2trG6P6tU6dOkZ43s2fPNkr6Ozo66qOPPjY5zbylpaXatGmjNm3aqG/fR/TCCxMNLzNs3LhRvXo9pN69exf43NeT/n369NXs2bONXlqRsmeK6NatW779XE/6u7i4aOHCH9WoUSOj8goVKqhHjx7q1q2bPvroI/3440JDWWBgoL777luNGze+wHHnJz09Xa+++opR0t/Kykpz5swx+t1Gyv5do3nzFmrevIX69HlY48aNU1JSkqTs79Trr7+m337bkGOmkI4dO6pjx46SJH//w0aJ/w4dOuixxx4rsesBAADA3Y+p/gEAAACUe9Wr19CCBQtyJP1vZmZmprfeekuurq6GY2lpadq6dWuefa9b96tRMqV69RpauPBHk8nOW40dO1ZPPjnCsJ+SkqLFixfn266kjBkzxmSS9GZjxz6r2rU9Dfvp6enasWO7zMzM9Omn/5cj6X8zS0tLTZ8+3WiK45MnT5bqlMswLSAgwGj/pZdeNpn0N8XMzEw+Pj65jiSW7oz7oCDf5+L68ceFioiIMOw3bdpUCxYsMJn0v5mFhYXefvtto+RmZGSkVq9ebbL+raOyhw4dlmvS35RatWqpY8f7C1y/IM6fP2/0YkfLlq1yTfqbUrFixXyTxZ9++onRFPTVqlXT8uUrTCb9czvH+PHP51nnueeeyzPpfysHBwd98cUXRmvE+/n5mVzm4U4VHBysFSuWG/YtLS01b968Aq0t/+CDD+qDD2YbHfv22/yXqrhV69at9cknn+RI+heWubm5vv76mxxJ/1vrTJ48WT179jI6vnDhQiUnJxfr/DfbvPlPBQUFGR17552ZOZL+t+rY8X598sknRscuXLigNWvWlFhsAAAAgCkk/gEAAACUe6+99qoqVqyYbz17e3s98sijRseOHTuWa/2srCz98IPxlNRTp041enkgPy+88ILR2sSrV68yTKtcmlxcXDRx4gv51rOwsDAsxXCz7t27y9vbO9/2Hh41c7wccPz48Vxqo7TExhqva16QUccFdSfcB5UrV9aECRMLXL8oEhMTtWzZjeSpmZmZZs16N8cI3dyYmZnpjTcmy8LCwnDs1uUXrivNf6+iio2NNdov6Zj++mun0XIIkvT++x8U6ntUWqytrXO8VPLvv/+WUTSF98MPPximlpek4cOHy8vL9FIFpvTq1Uvt2rU37B8/frzQz/G3355mcp37wnrssccKtMyPJL355puysbEx7MfFxWnDhg15tCicn34ynl2iXbv2BR6B3717D/Xo0cPo2JIlt+/FPwAAANybSPwDAAAAKNcqVaqkXr0KPir11iT1zdNt3+r48eNG5dWrV1f37nmP9LuVk5OTOnXqZNiPi4tTYGBgofooin79+hd45GWzZs1zHBs8eEiBz3Vr+zNnzhS4LUqGk5Oj0X5eL7QU1p1wH/Tr198owVcadu3aZTRtu5eXl5o0aVKoPmrXrq1mzW6sux0UFKTo6Ogc9Urz36uonJycjPZPnAgwSiYX1x9//GG036JFCz344IMl1n9xtWzZymj/yJHDZRNIIWVmZur33zcaHbt5ho2CuvUFsH379hW4bdOmTQt9r+Rm2LD/FLium5tbjlkNduzYUSJxXLt2TYcOHTI69uSTTxaqjxEjjF8mCQ4OVmhoaLFjAwAAAHJD4h8AAABAuebl5WU0wjY/NWvWNNq/du1arnVvTXw8+OCDMjMzK1yAUo6EiL//oVxqlpx27Qo+2rN69epG+2ZmZnlO8Z+zvfFa7deuxeVSE6WlefMWRvtTpkzRyZMnS6TvO+E+6NChQ6HPV1i3XmdBZrww5ebrzMrK0pEjR3LUufXfy9d3tZYtW1qiifbCqlOnjtGsDGfPntW0aW8bTf9fHH5+fkb7jz7ar0T6LYhr167p4MGD2rp1i379da1WrFihFSuWG/331187jdpcuBCRS293lhMnThj9HKtdu7Zq1apV6H6aNGlqtF8W92fVqlXVvHnOF9HycutLSCX1woa/v7/R/WhlZVWgpRNu1r59ezk7OxsdO3ToYInEBwAAAJhSsAX/AAAAAOAOVaNGjULVt7e3N9rPK6l1awIhOjraaB3lgrp1ZPOVK1cK3UdhVa9e8M/l1qnMHR0dc4z+LUz7hISEArdFyRg2bKiWL19mWD89JCRYAwcOUIcOHdSrVy917Hi/6tatW6S+74T7oKBrwBfHrdcZFhZWpOsMCwsz2r9y5XKOOs2bN1ezZs0MI/0zMjI0c+ZMff/99+rTp686d+6sli1bFnu99MKwsLDQ4MFDtHDhjWUdVq1apU2bNql3797q2rWr2rZtV6BlVW517do1nT9/3uhY69atix1zXs6dOydfX1/9+ecfCgkJKXT78vIC063fWysrqyJ9byMjI432C3d/Nir0+Uy59eWDorS5dOmSoqOjcyTcC+vUKePnVYMGDQt9P5qZmalp06bavXu34djtmPEHAAAA9y4S/wAAAADKNQcHx/wr3eTWNYgzMnIfYXvlylWj/S1btmjLli2FOp8pt66lXRocHR0KXPfWz8TBoeBts9sbz7iQ12eKnM6ePSs/v70Frt++fYccSfxGje7TpEkv6bPP/s9wLCsrS//++69hrXIXFxe1atVKbdu2U8eOHQs8NfedcB8UJdlcWFevGl/nqlWrtGrVqmL3m9t1zp79oZ54YrhReXh4uL79doG+/XaBrK2t1bhxE3l5tVH79h3UoUMHVahQodjx5GXixInau3evAgJurO8eHx9v+CzMzMxUr149tW7dWu3bt9f99z8gV1fXfPuNiorKcawoo9ILIjU1VZ9++qmWLv1J6enpRe6nvLzAdOv9efr0ac2YMaPY/ZbF/Xnr7DNFbRMTE1PsxH9MjPH1F/Ylw+s8PDyM9m/Hz38AAADcu0j8AwAAACjXijLleEGV1h/ok5KSS6VfY8X5XErvM0VO/v7+hUrUvf/+ByZH7z/77LOqXt1dH374YY4ktpSdfN22bZu2bdsmKTvx+thjg/Tkk0/m+bLHnXAf3DpTR2mIiYkplX5zu8769evrl19W6q233tK+fX45ylNTU3X4sL8OH/bXDz/8IDs7O/Xo0UNPPz1GjRqVzAjrW9nZ2WnJkiWaPXu2fH1XKyMjw6g8KytLp0+f1unTp7Vy5UpZWFioQ4cOGjFiZJ7ToN/62ZqZmRX6BaOCSE1N1YQJz+uvv/4qdl+ZmVklEFHpK737M6nAdW+d9aWoivKdqFChgiwtLY1e8oiLK/5sDXFxxp9rUb+vNy+fIZH4BwAAQOkyz78KAAAAANyb0tJSS6Xf69OxAyXt0Uf7afPmLXrvvffl7e2dZ0IuNDRUn3/+mXr16pljffOb3Sv3QVpaWqn0m9d11q5dW0uWLNHSpUs1ZMhQubu751o3MTFR69at04AB/fXBB++XWrz29vaaNWuWNm78Xc8995waNmyY6wtWGRkZ+ueffzRu3HMaPfqpAk8PX1ovbH377YIcSX9nZ2c98cST+r//+0yrV/tq9+6/dfDgIR0/HqCTJwMN/23ZsrVUYiptpfe9LZVuy62S+sqW5suKAAAAACP+AQAAACAXFStWMtr/6KOP1K9f/7IJBgZZWSwlkJcKFSpo0KBBGjRokNLS0hQQEKD9+/fr4MED2r//gGJjY4zqR0VFafz48Zo3b768vb1z9Hev3AeVKlUySlwvXbpUXl5tb8u5vbzaGs4VFhamAwf268CBgzpwYL/OnDljVDcrK0uLFi1STEyMPvzwo1KLqXbt2po06SVNmvSSYmJidODAfh08eFAHDhzUsWNHc0yj/88//2j06Ke0fPmKHKOjK1WqZLSfmZmp+Ph4OTk5lVi8CQkJ+vbbb42O9e37iN59990CLZGQmJhYYrHcTrdOsz948GC9++57ZRRN8cTHxxe6TVJSUo7vYkl8r5ycjD/Xa9cKH1t2u2u39Fty33kAAADgViT+AQAAACAXLi7GawSfP3++jCK5u5ibG494zMwsXCI/Lu5a/pXKkccee0yPPfZYqfRtZWWlli1bqmXLlnr66aeVkZGhgwc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      "text/plain": [
       "<Figure size 2400x1200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotx\n",
    "df = pd.read_excel('./data/scatter.xlsx')\n",
    "\n",
    "with plt.style.context(matplotx.styles.pitaya_smoothie['light']):\n",
    "    plt.figure(figsize=(12,6),dpi=200)\n",
    "    plt.scatter(df['x1'],df['Series1'],edgecolors='black',linewidths=.4,alpha=.8,\n",
    "               label='Series1',marker='p')\n",
    "    plt.scatter(df['x2'],df['Series2'],edgecolors='black',linewidths=.4,alpha=.8,\n",
    "               label='Series1',marker='s')\n",
    "    plt.scatter(df['x3'],df['Series3'],edgecolors='black',linewidths=.4,alpha=.8,\n",
    "               label='Series1',marker='o')\n",
    "    plt.title('the multi-series scatterplot',fontsize=16)\n",
    "    plt.ylabel('this is x axis',fontsize=14)\n",
    "    plt.xlabel('value',fontsize=14)\n",
    "    plt.legend(loc=2)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b07ec5db-7dd8-4ea5-8766-4f783bc7b365",
   "metadata": {},
   "source": [
    "2 基础散点图——气泡图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "1150e58f-1e9d-4474-9cce-e342809004c8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotx\n",
    "\n",
    "mtcars = pd.read_csv('./data/mtcars.csv')\n",
    "mtcars.head(2)\n",
    "\n",
    "x = mtcars['wt']  # 重量\n",
    "y = mtcars['mpg']  # 燃油效率\n",
    "size = mtcars['disp']  # 用于设置散点大小的排量数据\n",
    "fill = mtcars['disp']   # 用于设置散点颜色的排量数据\n",
    "with plt.style.context(matplotx.styles.pitaya_smoothie['light']):\n",
    "    plt.figure(figsize=(12,6),dpi=100)\n",
    "    scatter = plt.scatter(x,y,c=fill,s=100,linewidths=0.5,edgecolors='k',cmap='RdYlBu_r')\n",
    "    # 添加颜色条\n",
    "    cbar = plt.colorbar(scatter)\n",
    "    cbar.set_label('disp')  # 颜色条标签\n",
    "plt.xlabel('Weight')\n",
    "plt.ylabel('MPG')\n",
    "plt.title(\"scatter plot with color bars\",fontsize=16)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7d2755fc-cad3-4e58-89e2-6484b44ef10a",
   "metadata": {},
   "source": [
    "3 基础散点图——气泡图 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "09f5b232-cbb0-41cf-b0e6-0c9157c8a1ad",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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Dho0AAA0aNMDly5dx8+ZN1K1bF9euXYWVlRX8/f3NFsNLtrbZj/AJwouJQHmZsgzAqH/UanWe6pi7/3Nr79/nU1JSsiRgUn9dvojxn+e4dOkSFi5cALlcjs8/H4+2bdvC29sbtra2EAQBixYtxMqVK6HVZv99nNPnDgD6938fdnZ2WLduHe7cuYM7d+4AWA1ra2u88043TJw4Mc+fJyIiMi8mnkQkufr1G6Bfv35Ys2YNbt68aTivUtkBAJKSEvPUTkREBP7880/Y2toiIGBVlm0awsPDzBbzf72M1dPTE6dOnZbsPq8SFxeb47WYmBgAgJ2dXa7tvJxW+bLOf4miiNjY2Dy3l1eenp4oW7Ysnj17hsePHxum1b5MSBs2bISVK1fi0qWLUCgUSE1NRZ06dcwag7n9O7akpKQ8JTXm7n+VSoWkpCTExMSgbNmyWa7/+z5S9OWrvy5j/z/Gf+778h3swYOHYPjw4VnqhIWFFyiebt26o1u37oiKisKlS5dw/vw5HDp0CDt2bEdUVBRWrlxZoPaJiCh/+I4nERWKl1MbtVqt4Vzlyi+mBl6/fiNPbYSGhgIAfH0rZLs3YHZ7Nb6U26t3ub2bV65cOSgUCkRFRSE+Pj63UCXxcmryf6WlpSEs7EXS/d+9IrPzssyjRw+zvf7kyRNotVrI5XKUKfNPImPKFhs5+ec9z8u4dOky1Go1qlWrBgDw9/eHQqHAxYsXDe+BmvLurzniM5W9vb3hXdGcFsP5r/z2f37be/DgAQDAzc1NkummYWFhOY7MBgW9+Jr19S1vOBcS8mI/2JxGss31jra7uzu6dOmC776bhe3bd0Amk+HkyROIjIw0S/tERGQaJp5EVGBxcbG5Tk28du0aABjt/9iy5YuFiG7cuI6rV6/kep+XK5vGxsZke7/AwMBc6+Y0Dfaf6+nZXre1tUXz5m9Ar9dj06ZNucYqhWvXruHu3btZzu/atQsZGRnw9i4NX9+c33976Y033gAA7NixI9v+ePl8/v71jBadsbF5sRBOTn2UFy8XCjp+/Bj+/vsu6tWrb1gdWKVSoXr16rh+/TrOnTsPAIZpuHmR2+dQKu3atQcArFu3Lk/l89v/ubW3ZcuWbK+/bK958zfyFJ+ptFotdu3ameX8/fv3cfnyZQiCgGbNmhvOv/w6ym7E9+zZs/j7b/MvDvZiv88Xo9FMPImILIOJJxEV2P79+9G9ezds374dcXFxRtcSExOxZMli7N+/HwDQs2cvwzUPDw/07/9iJc7Ro0fj7FnjlS8jIiKwfPkyw8eVKlWCo6MjwsPDsXLlCkPymZGRgVmzvsPdu3/lGKOPz4sR13+vmvpvLi4usLOzQ0xMTI4ji2PGjIFSqcTKlSuwatUqpKcbJziRkZHYuHEDfvppW45xFISVlRUmT55kGDECgCtXLmPp0iUAgMGDB+dp1O+tt7rC29sb0dHRmDx5ktFo1f79+7B9+88AkGURpZd9eOvWLaSlpeXrGV6OeJ48eRJ6vR6NGjXMcj0tLQ0XLpyHTCZD/fr189x2Xj6HUhgyZAjUajXOnz+Hr76aYrQojl6vx6lTp3DixAnDufz2f0769u0He3t73L17F3PmzDZsXaTX6xEYuBqnTp2EQqHA4MEfmeNxs7CyssLSpUtx8eI/31vh4eGGVaY7dOhoNAW4Xr0Xn9PVq1chOPif1YNv3bqJr76aYtJWLv+WnJyMzz8fhz///NNo0SKdToeNGzciISEBKpUKvr6++WqfiIgKhu94ElGBCYKAe/fuYdq0qZg2bSp8fHzg4uKChIREhIaGGKbXDh48GB06dDCqO378eAQHP8exY8cwdOgQeHh4wNPTE1FRUYiIiIAoihg16lMAL7Zt+OyzMZg5cwYWL16MrVu3wtPTE0+evFhUZ8aMmZg69etsY+zSpTNOnTqJb775Blu2bDVM1Z0yZQqqVasGQRDQqVMn7Nq1Cz179kDlypUNi5i8HDGqVq0afvxxASZOnIAFC37E8uXLUKFCBcMU3JfTXYcNy1vCYKr33uuDEyeO4803O6Jy5cpIT083rO7bpk0b9O/fP0/t2NraYuHCRRg6dAgOHTqEkydPokKFCoiJiTE8w8iRI9GyZSujejVq1EC5cuXx9OkTtGnTGuXL+0KhUKBataqYMuWrPN3bx8cH3t7ehmnT/x3RbNiwEQIDAyGKIqpVq27SQjB5+RxKwdvbG4sXv9gWZNeuXdi/fz8qVqwIvV6P4OBgpKamYtSoT9GmTRsA+e//nHh6emL+/PkYM2YMNmzYgL1796Js2bIIDQ1FTEwMZDIZvv56qtlWJ/6vunX9YWdnh4EDB6B8+fJQqVS4f/8+MjMzUaZMGUydOtWofJ8+ffDTT9vw7NkzdO7cGb6+vtBqtXj8+DEqVaqEzp27YP36vI0e/5ter8ehQ4dw6NAhqFQqlC1bFlZWVggJCUFcXBwEQcDkyVOK9DvDRETFGRNPIiqwfv36w8+vCs6cOY2rV68iIiICd+/ehZWVFby9S6Nu3bp47713Ub9+1vf1lEolli1bjgMHDmD37l3466+7+Pvvv+Hu7o6WLVuhS5fORuXff/99ODiosXbtWjx8+BAZGRmoWbMmhgwZghYtWuaYeHbr1h0JCYnYtWsnnj59igcP7gN4MSL70pQpX8HOzg7Hjh3DvXv3jN5HfalDhw44cOAgNmxYj7Nnz+Lx48eQyWTw9PREhw4d0K5de8k2qXd2dsb27TuwaNFCnD59GvHx8fD19UWvXr3w4YcfGaas5kWdOnWwd+8+rFoVgDNnzuLevXtQqVRo3vwNDBw4EK1aZU16ZDIZAgICsHDhAly+fBm3bt2ETqcz+TkaNGiA/fv3G6bW/lv9+vUhl8uh0+nQsGHe3+98KS+fQyk0a9YMv/xyAGvWrMHZs2cQFBQEGxsblClTBm+88Qa6detmVD4//f8qbdu2w65du7F69Sr88ccf+Pvvv6FWq9GhQwcMHjxEkpWBXxIEAcuWLUNAQAB++WU/Hj58CGdnZ7Rv3x6fffYZnJ1djMrb29tjy5at+PHHH3H69Ck8fvwYnp6e+PDDj/Dpp5/mecryf9nZ2WH+/Pk4d+4cbt26hZCQF3/08vLyQosWLTB48BBUrSpN8k1ERLkT9Po8rhlPREQWsXTpUixfvgyjRn2K0aNHWzocIiIiIpPxHU8iIiIiIiKSFBNPIiIiIiIikhQTTyIiIiIiIpIUE08iIiIiIiKSlEUXF9q2bSu2bdtm2JOuUqXKGDXqE8MS8pMmTcLevXuM6tSpUwc//7y90GMlIiIiIiKi/LHodiqenl4YP/4Lw8bSe/fuxahRo7B79x5UrlwZANCiRQvMnj3HUEehUFgkViIiIiIiIsofiyae/93rbty4cfjpp224ceO6IfFUKpVwd3e3RHhERERERERkBhZNPP9Np9Pht99+Q2pqKurW/Wej64sXL6JZs6ZQqx3QqFFDjB07Dq6urjm2Ex2dBEEojIiz5+xsh7i4FMsFUEyxX6XDvpUG+1U67FtpsF+lw76VBvtVGlL0q6ur2qztFaZtsiqStd1Pf0+ytosii77jCQD37t1Dv359kZGRAZVKhR9++BGtWr14x/PQoUNQqVTw9vZGcHAwlixZDJ1Oh127dkOpVGbbnl6vh1zONZOIiIiIiIoCy2YbBfOzlXSJZ59MJp6FSqPRICwsDImJiTh8+DB27tyBTZs2o1KlSlnKRkZGol27tvjxxwXo2LFjtu1ZcsRTEF78RScmJum1/gYrativ0mHfSoP9Kh32rTTYr9Jh30qD/SoNqfr1dR7xZOJpPhafaqtUKlGuXDkAQK1atXD79i1s3LgRM2bMyFLWw8MD3t7eePr0ySvbtPQPIFG0fAzFEftVOuxbabBfpcO+lQb7VTrsW2mwX6XBfv2HjBMpzabIdaUoitBoNNlei4uLQ1hYGNzdPQo5KiIiIiIiIsovi454LliwAC1btoSXlxdSUlJw6NAhXLx4EatXByIlJQXLli1Dx44d4e7ujpCQECxcuBDOzs5o3769JcMmIiIiIqISgCOe5mPRxDMmJhoTJ05EVFQk1Go1qlSpgtWrA9G8eXOkp6fj/v372LdvL5KSkuDu7o5GjRpj4cKFsLe3t2TYRERERFQC6PV66HSZlg6j0AgCkJ6eDq1Wk+eptjKZDDKZHIIlt5Wg14JFE89Zs2bneM3GxgZr1qwpxGiIiIiIiF7IyEhDfHw0gJL1smN8vAw6nd6kOgqFNRwcXGBlpZAoKsvhiKf5WHxxISIiIiKiokSv1yM+Phr29nZwcXEtUaN5CoUcWq0uj6VFaLVaREdHIyYmHB4ePiWqr8g0TDyJiIiIiP7lxfRaES4urrC1tbV0OIVKoZBDLs9r4gnY2NjCysoKz549Q2amFgqFUsLoCp+MebTZMPEkIiIiIsoGR+/yRhCK73xUTrU1H3YlERERERERSYojnkRERERERNngiKf5sCuJiIiIiIoIpdIK+/bts3QYRGbHEU/KswcP7mPduk0ICQ2DSqVC926d0b59R8jlckuHRkRERPRaiIyMxDffTMfvv/+GiIgIODs7o3bt2pg6dRqaNGmKZ8+C4ezsbOkw6f9xxNN8mHhSrkJDQzD841GIjRUgU/hDqawLnT4DN77biRkz5mPSpPF4++2ulg6TiIiIqMjr0+ddaLVarFmzFr6+FRAZGYHjx48jNjYWAODl5WXhCImkwRyeXik8PAy9evdHcloLqJ17ws7eFwqlI2xsPKB2bA2V40DMnLUSO3bstHSoREREREVafHw8zp07h9mz56B16zYoV64cGjZshC+/nIQuXd4CYDzVdsaMb6FUWmU5Nm7cAAAQRRE//PA9qlSpDAcHe9SvXw+7du0y3C8uLg4DBw6At7cXHBzsUb16VWzYsL7Qn/t1JpNJd5Q0JfCRyRSjRo2B0vZtWNt4ZHtdJrOCk2tvfP/DMsTHxxVydERERESvD3t7e9jb22P//n3IyMjItfznn4/Hs2fBhmPevPlQqVSoV68+AGDatKnYsGEDli5dhuvXb2LMmDH48MOBOH36FADgm2+m4+7du/jllwO4efM2li5dBldXV0mfkSgnnGpLOQoOfo6w8DSonT1fWU4Q5FAoG2L9+g0YO3Zs4QRHRERE9JqxsrJCYOBajBz5MVatWgV/f3+0aNES773XB7Vr185S/mWiCgB//vkHpk+fhjVr1qFmzZpISUnB4sWLcPjwETRp0hQAUKFCBZw7dw6rV69Gy5at8OzZM9StWxf16zcAAJQvX77QnrW4KIkjk1JhV1KOduzcBVFWI09l7RxqYP8vv0kcEREREdHrrWfPnnj69Dl2796DDh064vTpU2jcuKFh+mx2nj17ht69e2HcuM/x7rvvAgDu3v0L6enp6Ny5E5ydHQ3H5s2bEBT0CADw8ccfY/v2n9GgQX1MmvQlLlw4XyjPWJxwqq35cMSTchQeFgmFwilPZQVBDp1O2niIiIiIigMbGxu0b98B7dt3wNdfT8XHHw/HjBnfYuDAQVnKpqSkoGfPHmjcuAm++eZbw3m9Xg8A2LdvP7y9SxvVsba2BgB06tQZDx8G4ddfD+HYsWN4882OGDlyJObN+17CpyPKXgnMtSmvHJ0ckJmZmqeyoihCJogSR0RERERU/FSrVg0pKSlZzouiiEGDBkKv12P9+g0QBOFfdarD2toaz549R6VKlYyOMmXKGMq5u7tj4MBB2LBhI378cQECAwML5ZmKC0uPeAYEBKBq1SqYPXuW4dykSZNQtWoVo6NPn/eM6mk0GsycORNNmjSGv39djBw5AuHh4ebsGpNxxJNy1L3b2zhwYDqAyrmWTUl+iDYtGksfFBEREdFrKiYmBv369cGgQR+hVq1aUKvVuHLlCn788Qe8/fY7WcrPmPEtjh8/hkOHfkVycjKSk5MBAI6OjlCr1Rg37nNMmDAeer0ezZs3R2JiIv744wLs7OwxcOBAfPPNdNSrVx/Vq1dHRkYGDh48iKpVqxb2Y1M+3bp1E9u3/4wqVapkudaiRQvMnj3H8LFCoTC6Pnv2LJw4cQILFiyEk5MT5s2bixEjPsauXbshl8sljz07TDwpR9Wr14C9XSoytcmwUtjnWE4URWRm/IlPPllbiNERERERvV7s7e3RsGEjLFmyGEFBj6DVauHjUwaDBw/BpEmTs5Q/c+Y0kpOT0bJlC6PzgYFrMHDgIHz77Qx4eHhg/vx5ePw4CE5OTvD398eXX04CACiVSnz99Vd4+vQJbG1t0bz5G9i8eWuhPGtx8e9R5sKUkpKCL76YgJkzv8OKFSuyXFcqlXB3d8+2blJSEnbt2oV58+ajWbNmAID5879Hmzatcf78ebRo0SLbelJj4kmvtGDBPHw0eDQcXPrBykqV5booikhKOIpu3dpkeb+AiIiIiP5hbW2NWbNmY9as2TmW0WgyDf8+evT4K9sTBAGffjoan346OtvrU6Z8hSlTvspfsGRRM2bMQOvWrdCsWbNsE8+LFy+iWbOmUKsd0KhRQ4wdO86wVc6dO7eh1WrRvHlzQ3lPT09UrlwZ165dY+JJRVPNmrUQsPJHfPrp5xBlflDZN4CVlQqiqEdy0l/Qaa+iV483MWHCeEuHSkRERERkVpZYffbgwYP466+/sHPnzmyvt2zZEp06dYK3tzeCg4OxZMlifPjhIOzatRtKpRJRUdFQKBRwdHQ0qufq6obo6OjCeIRsMfGkXNWrVx+nTx/DoUMHsXbdZqQkp0Aml6F711YYMuQnbkRMRERERGQGYWFhmD17FtasWWtYnfi/unTpYvi3n58fatasiXbt2uLkyZPo2LHjK1oXYaGZwwCYeFIeWVlZ4Z13uuGdd7pZOhQiIiIiokJR2COed+7cQUxMDHr16mk4p9PpcPnyJWzZsgU3b97KsjiQh4cHvL298fTpEwCAu7sbtFotEhISjEY9Y2JiULeuf6E8R3aYeBIREREREWWjsBPPJk2aYP/+X4zOTZkyGRUqVMDQocOyXZE2Li4OYWFhcHf3AADUqFETCoUC58+fQ+fOL0ZHIyMj8eDBA3zxxQTpHyIHTDyJiIiIiIiKAHt7e/j5+Rmds7VVwcnJCX5+fkhJScGyZcvQsWNHuLu7IyQkBAsXLoSzszPat28PAFCr1ejVqxfmzZsHJydnODo6Yv78efDz8zOscmsJTDyJiIiIiIiyYYnFhV5FLpfj/v372LdvL5KSkuDu7o5GjRpj4cKFsLf/Z/vDyZOnQC63wtixY5GRkY4mTZpixYq5FtvDE2DiSUREREREVGRt2rTJ8G8bGxusWbMm1zrW1taYOnUqpk6dKmVoJmHiSURERERElI2iNuL5OmNXEhERERERkaQ44klERERERJQNjniaD7uSiIiIiKgYmDdvLpo2bQIXFyeULl0KvXr1xL1794zKiKKIGTO+RblyZeDgYI/27dvizp07FoqYShImnkREREREEomLT8OTZ3GIT0iT/F5nzpzGyJEjcebMORw69Bt0uky89VZnpKSkGMr88MP3WLx4ERYtWoLz5/+Ap6cXunTphKSkJMnjex3JZNIdJQ2n2hIRERERmVl6uha/HbuHm7fDkZ6uhY2NArVreqFT+6qwsZbmV/ADBw4Zfbx69RqULl0KV69eQYsWLSGKIpYuXYJJkyajR48eAIC1a9fBx8cbP/20DcOGDZckrtdZSUwQpcKuJCIiIiIys9+O3cO5P55CJgPc3ewgkwHn/niK347+XWgxJCQkAACcnV0AAI8fP0Z4eDjat+9gKGNtbY0WLVriwoULhRYXlUxMPImIiIiIzCguPg03b4fD0cEaTo62UCjkcHK0haODNW7eDi+UabeiKGLChC/QvHlz1KxZEwAQEREOAPD09DQq6+npabhGxmSCdEdJw8STKI8yMjIQERGO2NgYiKJo6XCIiIioiEpITEd6uhZ2KqXReTuVEukZWsQnpEsew5gxn+H27VvYtGlLlmuCYJz1iKKY5RyRufEdT6JcXL9+FQsWLcODB88hVzhAFDMBfSJ6dn8bgwd/aJi+QkRERAQAjg42sLFRICVVAydHW8P5lFQNbKwVcHK0kfT+Y8eOwYEDv+DYsRPw8fExnPf09AIAhIeHo1SpUobzkZGR8PDwzNIO8R1Pc2JXEr3CzO9mYcSnMxAcXRfOpYfAweNdOHr2g4PnUOz5NRpduvbEX39xCXIiIiL6h7OTLWrX9EJCYgbiE9Kg1eoQn5CGhMQM1K7pZZSMmpMoihgz5jPs3bsHv/9+BL6+vkbXfX194eXlhWPHjhrOaTQanDlzGk2bNpUkJqKXOOJJlIOly5bj16P34eLdN8s1QSaHg0ttaDW+GDx0FPbs2opSpbwtECUREREVRZ3aVwUA3LwdjqiYFNhYK9C8STnDeSl89tlo/PTTNuzatRtqtRrh4S/e23R0dIStrS0EQcDo0Z9h3ry5qFSpMipVqoR58+ZCpVKhb99+ksX1OuOIp/kw8STKRmpqKrZu2w0n76GvLKdQqmHt0Alz5/2AxYsWFFJ0REREVNTZWFuh+1s10fqNiohPSIeTo41kI50vBQSsBAC0b9/O6Hxg4BoMHDgIAPDFFxOQlpaGzz77FHFxcWjUqBEOHvwVarVa0tiImHgSZWP79u2Q29TO04v2dg7lcfHSEaSmpkKlUhVCdERERPS6cHK0lTzhfEmjycy1jCAImDZtOqZNm14IEb3+OOJpPuxKomz8cuBX2DnWznN5ubUvbty4JmFERERERESvL454EmUjNTUNMru8rzgnitZITU2RMCIiIiIiKmyykrjhpkSYeBJlw8XFGRFJCVBaO+WpvIAUbqtCREREVMwIciae5sKptkTZGPBBH6QlXslTWVHUQ9Q+RZ06/hJHRURERET0emLiSZSNDh3ehKh9AL1Ok2vZpNgb6Nq1E+RyeSFERkRERESFRZAJkh0lDRNPomzI5XJ8N2MaYkO3Qq/T5lguLfkZbGTX8dnoTwsxOiIiIiKi1wsTT6IctG3bFjO/GYe40EAkxlyCXv9PApqRHoOEyIOwtzqPnTt+gp2dnQUjJSIiIiIpcMTTfLi4ENErvPnmm2jevDm2bduG7Tu2IU2rh0wQ4OXlhnFfj0LDho3ztNcnEREREVFJxsSTKBf29vYYNmwYhg0bZulQiIiIiKgQcVVb82HiSUREREQkgejYFAQ9jkVGRiasra1QwdcFbi58PYdKJiaeRERERERmFJ+QhsPH7+PuvUikpGgAAYAI2NkpUa2KBzq29YOTo60k9w4JCcGUKZPx+++/IS0tDZUr+2HVqlWoV68+AEAURcycOQNr1gQiLi4OjRo1wuLFS1GjRg1J4nndlcR3MaXCxJOIiIiIyEziE9Kw+edrePIsFs5Otijj4whBECCKIhKTMnDxynNERqXggz7+Zk8+4+Li0Lp1S7Rq1Rq//HIA7u4eCAp6BEdHJ0OZH374HosXL0Jg4FpUrlwZc+bMRpcunXD79l9Qq9Vmjac44FRb82HiSURERERkJoeP38eTZ7Hw8XaEldU/G0gIggBHBxvYqZR48iwWh4/fx3s96pj13t9/Px8+Pj4IDFxjOFe+fHnDv0VRxNKlSzBp0mT06NEDALB27Tr4+Hjjp5+2Ydiw4WaNh+jfuJ0KEREREZEZRMem4O69SDg72Rolnf9mZSWDs5Mt7t6LRHRsilnvf+DAAdSvXx99+/ZB6dKl0LBhA6xZE2i4/vjxY4SHh6N9+w6Gc9bW1mjRoiUuXLhg1liKC5lMkOwoaZh4EhERERGZQdDjWKSkaOCgtn5lObW9NVJSNAh6HGvW+z9+HISAgABUqlQJBw4cwvDhwzFu3Fhs2rQJABAREQ4A8PT0NKrn6elpuEYkFU61JSIiIiIyg4yMTEBArnt8y2QCBOH/y5uRXq9H/fr18d13swAA/v7++Ouvv7Bq1UoMGDDAUO6/8YmiyH3Jc8DFhcyHI55ERERERGZgbW0FiC8SuVfR60WI4v+XN6NSpUqhWrXqRueqVq2K58+fAwA8Pb0AAOHhxqObkZGR8PAwHgUlMjcmnkREREREZlDB1wV2dkokJmW8slxScgbs7JSo6Otq1vs3bdoM9+/fMzr34MF9lC1bFgDg6+sLLy8vHDt21HBdo9HgzJnTaNq0qVljKS4EuSDZUdIw8SQiIiIiMgM3FztUq+KBuPg0ZGbqsy2TmalHXHwaqlXxgKuLyqz3HzNmDP7880/MnTsHDx8+xLZt2xAYGIgRIz4B8GKK7ejRn2HevLnYu3cvbt++jSFDBkOlUqFv335mjYXov/iOJxERERGRmXRs64fIqBTDPp5qe2vIZAL0ehFJyRmIi09D+bIu6NjWz+z3btCgIXbs2Imvv/4as2Z9h/LlffHjjwvQv39/Q5kvvpiAtLQ0fPbZp4iLi0OjRo1w8OCv3MMzB4KM43TmwsSTiIiIiMhMnBxt8UEffxw+fh9370UiOCQBggCIImBnp0Sj+mXQsa0fnBxtJbn/W291xVtvdc3xuiAImDZtOqZNmy7J/YubkjglVipMPImIiIiIzMjJ0Rbv9aiD6NgUBD2ORUZGJqytrVDR19Xs02uJXhdMPImIiIiIJODmYgc3FztLh0EFwO1UzIeTlomIiIiIiEhSHPEkIiIiIiLKBkc8zYcjnkRERERERCQpjngSERERERFlg6vamg8TTyIiIiIiCURFJyMuPg0arQ5KhRzOTrZwd7O3dFhEFsHEk4iIiIjITDIz9XjwKApXb4TiwaNopKVrodeLkMkE2NooULmiG+rV8Ubliu6wsuJbb0WdjO94mg0TTyIiIiIiM4iLT8Ou/bfwMCgGer0ezo62cHG2gSAIEEURKSla3Lgditt/haNiBVf07lYLTo62lg6bXoGLC5kPE08ziYuLxdr163HotyPI0IoQIEAu06P7O13w4cCBcHJyznNboijiwYP7iI2NgUqlQtWq1aFUKiWMnoiIiIgKIi4+DZu3X8XTZ3Eo5amGtbXxr9mCIECttoZabY2MjEz8fT8Sm36+igF96jH5pBKB4/tmsHbdOnTu1geH/kiGY9VP4FlnNDzqfAqXGqOw/2w8Or3dG5u3bMm1nczMTASsCkDr1h0weNg0fPHlWnwyegFat3kTX0+dhpiYmEJ4GiIiIiIyRWamHrv238LTZ3HwKe2YJen8L2trK/iUdsTTZ3HYue8WMjP1ZovlzJnT6N69G8qVKwOl0gr79u3Lsewnn4yEUmmFJUsWG53PyMjA2LFjUKqUJ5ycHNCjR3cEBwebLcbXiSAXJDtKGiaeBbRy1Sqs3XYU3vU+g5N3fQiyf7pUkMnhXLoBvOuNxYr1+7Fh48Yc20lPT8e77/bBhi23YOP0AdQu70Dt0gZqlzfh4D4EJ88B73TrhadPnxTCUxERERFRXj14FIWHQTEo5amGlTxvv15byWUo5anGw6AYPHgUZbZYUlJSULt2bSxatOSV5fbt24eLFy/C29s7y7Xx4z/Hvn17sXnzFpw4cQopKcno3r0bdDqd2eKkkoeJZwE8efIY67fshUf1vhCEnLtSkMngWeMDrAjcjNDQkGzLjBz5KWKSqsHRpSlkMoVxfUGA2rEKbBx64YMBg5Genm7W5yAiIiKi/Lt6IxR6vT7Xkc7/sra2gl6vx7WboWaLpVOnzpgxYyZ69OiRY5mQkBCMHfsZNmzYCIXC+PfOhIQErFu3FvPmfY927drD398f69dvxO3bt3Ds2FGzxfm6EGSCZEdeBAQEoGrVKpg9e5bhnCiKWLp0KVq0eAN16tTGgAED8ODBA6N6Go0GM2fORJMmjeHvXxcjR45AeHi4WfvGVEw8C2DZ/1ZCXfbNVyadLwmCDPZlOmBFwOos154+fYJ7D6Jgp672yjaU1i7Qy2pg165d+Y6ZiIiIiMwnKjoZDx5Fwzmf72k6O9ri/sNoREUnmzmy7On1enz00SB8/vl41KhRI8v1K1euQKvVokOHDoZz3t7eqFGjJi5cuFAoMdILt27dxPbtP6NKlSpG5wMDV2P9+nWYOnUaduzYCXd3Nwwe/BGSk//5Gpo9exaOHj2CBQsWYsuWrUhNTcWIER9bdNSaiWc+ZWZm4vyfV6B2rZjnOg7u1XD85Bno9cbz+JctXwm5TYM8tWHvUA/r1m82KVYiIiIikkZcfBrS0rWws1PkXjgbKpUCaelaxMWnmTmy7H3//XxYWVnh009HZ3s9PDwcSqUSzs7GC2N6enogIiKiMEIsUiz1jmdKSgq++GICZs78Dg4Ojobzoihi48aNGDFiBDp27Ag/Pz/MnTsP6enpOHDgAAAgKSkJu3btwpdfTkKzZs1QvXp1zJ//Pe7fv4/z589L2l+vwsQzn2JiYqCwdYUg5P3FYEEQIFM6Iikp0ej8zZu3YWfvm6c2ZHIlUlN1EEXRpHiJiIiIyPw0Wh30etGk3wn/TSYToNeL0GilH4m6evUKli1bisDAtSbHK4r5f0Yy3YwZM9C6dSs0a9bM6HxwcDCioqLQvPkbhnNKpRINGzbEtWvXAAB37tyGVqtF8+bNDWU8PT1RuXJlQxlLYOKZT5mZWuSn+wRBBq020+gcv5GJiIiIXk9KhRwymZDvQQG9XoRMJkCpkJs5sqzOnj2LyMhIVKzoC1tba9jaWuPp06eYOHECKld+MYvPy8sLGo0GcXFxRnUjI6Pg4eEheYxFjSCTSXbk5ODBg/jrr7/w+efjs1yLinqxEJWrq6vReVdXN0RHR/9/mWgoFAo4OjrmWMYSmHjmk4uLKzIz4k2ul5mRmOWLwNPTAxnpedsqRRT1kMl1TFSJiIiIigBnJ1vY2iiQkqLNV/3UVC1sbRRwdpJ+L8/33/8AV65cw6VLVwyHt7c3Pv98PA4cOAQAqF+/PhQKBY4e/WchobCwMNy5cxtNmzaVPMaiprAXFwoLC8Ps2bPw/fffw9raOue4suQCInJPD/JSRjqmLb1FBra2tijj7YaklGjY2LnlqU5aYhgqVyybZfWwUZ8Mw/iJ/4O1Tedc20hOvIfOb7bLV8xEREREZF7ubvaoXNENN26HQq3OOVHISVxCGurW8oa7m71Z4klOTsbDhw8NHz958hjXr1+Hi4sLypYtm2WkTKFQwMvLy7CAjaOjIz76aDC+/HICXF1d4OzsgkmTJqJmzVpo1669WWKknN25cwcxMTHo1aun4ZxOp8Ply5ewZcsW/PrrbwCA6OhooxHomJgYuLq+yEnc3d2g1WqRkJBgNOAVExODunX9C+lJsuKIZwGM+XQEEp+fyHP5pJATGPfZJ1nON27cFDbK6FxHPfV6LTSpZzFs2FCTYyUiIiIiadSr4w2ZTIaMjMzcC/9LRkYmZDIZ/Gtn3Uszv65cuYxGjRqgUaMXC1dOmPAFGjVqgG+//SbPbfzww494551u6N+/H1q3bglbWxX27NkLuVz66cBFjUwuSHZkp0mTJti//xfs2bPXcNSsWRNvv/029uzZizJlysDd3R3nz58z1NFoNLh06RL8/V8klTVq1IRCoTAqExkZiQcPHhjKWIJFRzy3bduKbdu2ISTkxd6WlSpVxqhRn6Bly1YAXrz7uGzZMmzf/jMSExNRu3YdTJs2DZUrV7Zk2AZNmjRDBa81CAm7AsdS9V9ZNj7kT1Qr74C6detluSYIAtatDUCfvgMhit1hY5t1/rwuMx0J0dvxzbSJJXJ+PREREVFRVbmiOypVcMXf9yPhU9oRVvLcx3YydXqERSShqp8HKld0N1ssrVq1hkaT9wT4wYNHWc7Z2Nhg0aLFWLRosdnioryxt7eHn5+f0TlbWxWcnJwM5wcOHIiAgACUK1ce5cqVQ0BAAGxsbNC1a1cAgFqtRq9evTBv3jw4OTnD0dER8+fPg5+fX5bFigqTRRNPT08vjB//BcqWLQsA2Lt3L0aNGoXdu/egcuXKhj1q5syZi/Lly2PlyhUYPPgj/Prrb7C3N890hIIQBAGrA1ZiyLDhePogBE5l20JhbRyXNj0R8U+PoZK3gOVL/5djW2XLlsOunVsxZsx4hIQlQ1DUgpWVI3S6dIiZd2FrnYgFP0w1WsGKiIiIiCzPykqGXu/UwubtV/H0WRxKeaphbZ3zr9kZGZkIi0hCubLO6N2tFqysOAmxqMrpXUxLGjp0GNLTMzBjxrdISEhA7dp1sGbNWqP8aPLkKZDLrTB27FhkZKSjSZOmWLFirkVHrQW9vmjty9G4cSNMmDABvXr1RsuWLTBw4EAMGzYcwIth5ObNm2H8+C/Qt2/fbOtHRycV+kuzer0ev/52CCsC1iIxXQ6ZtTsgishMi4CLWoZPPh6CN9/slOcFgcLCQrFjxy6EhUfCQW2Pt97qhNq160j8FEWXIACurmrExCShaH21vv7Yt9Jgv0qHfSsN9qt02LfSkLpftVoNYmLCUa5cedjY2OS5XnxCGnbuu4WHQTHQ6/VwdrSFSqUwbJmSmqpFXEIa5DIZKlZwRe9uteDkKP2iQnklCICVlRyZmTqT+jU9PR1Pnz6Bq6sXFAplluuurmozRlm4kj9pK1nb9v87LlnbRVGRSTx1Oh1+++03TJr0Jfbs2Qtra2t06NAeu3fvQfXq1Q3lPvlkJNRqB8ybNy/bdvR6PeR5mN4gleDgYDx//hwAUK5cOXh7m2/OPhERERFJLz09HY8fP4avr69JiScAZGbqce9hFK5dD8HfDyKRlp5p2DLF1sYKVSt7wL9uaVSp5F5sRjpz66+ikW3kT8po6Rb1tFt6TLK2iyKLr2p779499OvXFxkZGVCpVFi2bDkqVaqEq1evAsh+j5rQ0NAc24uNTbHYMsGCAPj4+MDW1tHwDRYdnWSZYIoR/rVYOuxbabBfpcO+lQb7VTrsW2kUxoinTqeHVquDXK4zub5fRTf4VXRDVHQy4uLToNHqoFTI4exka1i9VhRFaLWmty2l/I54arU66HR6xMWlQKHIuq3M6zziSeZj8cTT19cXe/bsRWJiIg4fPoxJk77Epk2bDdfzs0eNpX+wi6LlYyiO2K/SYd9Kg/0qHfatNNiv0mHfSkOqfjVXm+5u9mbbJqUwvHzu/D5/cfw6L4rveL6uLJ54KpVKlCtXDgBQq1Yt3L59Cxs3bsSwYcMAvHqPGiIiIiKiokibqcOTp3FITsmARqODUimHvZ01ypdzhsKq5G1L8trKYdsTMp3FE8//EkURGo0GPj4+hj1qXr7j+XKPmvHjv7BwlEREREREWcXFp+HO3XBcvhaMiMhk6PR6CBAgQoRcJoOnhz0a+PugRjUvODsVnYWFiKRm0cRzwYIFaNmyJby8vJCSkoJDhw7h4sWLWL06EIIg5LpHDRERERFRUSCKIv649AzHTj5EQlI6rK3lcHezg1L5z+imRpOJ6JgU7Dv0F06eCUK71pXQpGHZPO98QIWPU23Nx6KJZ0xMNCZOnIioqEio1WpUqVIFq1cHonnz5gDytkcNEREREZEliaKIoyce4MSZR1Ao5ChT2hGybBIWpdIKXp5q6PUiYmJT8cuvfyE5OQPt21Rm8knFnkUTz1mzZr/yuiAIGD16NEaPHl1IERERERERmeaPS89w4swj2KmUcHTMffsVmUyAu5sd4hPScOJMEOztrdG0UblCiJRMZsFtGosb9iQRERERUT7Fxafh2MmHUCjkeUo6/83J0RYKhQzHTj5EfEKaWeI5c+Y0unfvhnLlykCptMK+ffuMricnJ2PMmM/g61sODg72qFWrJgICVhqVycjIwNixY1CqlCecnBzQo0d3BAcHmyU+KrmYeBIRERER5dOdu+GIT0yDq4sqX/VdXVRISErH7b/CzRJPSkoKateujUWLlmR7/YsvxuPw4d+xfv0G3Lx5G2PGjMHYsWOwf/9+Q5nx4z/Hvn17sXnzFpw4cQopKcno3r0bdLqite9ooZAJ0h0lDBNPIiIiIqJ80GbqcPlaMGysrbJ9pzMvZDIB1ko5Ll8Phjaz4Ildp06dMWPGTPTo0SPb63/88Qc++GAAWrVqjfLly2Po0GGoXbsOrly5DABISEjAunVrMW/e92jXrj38/f2xfv1G3L59C8eOHS1wfFRyMfEkIiIiIsqHJ0/jEBGZDBfngm2L4uJsi4jIZDx5GmemyHLWvHlzHDhwACEhIRBFESdPnsCDB/fRsWNHAMCVK1eg1WrRoUMHQx1vb2/UqFETFy5ckDy+okaQC5IdJU2R28eTiIiIiOh1kJySAZ1eD6WyYL9SK5VW0GXqkZKiMVNkOVu4cBFGjPgYvr7lYGVlBZlMhpUrV6F58zcAAOHh4VAqlXB2djaq5+npgYiICMnjK3JK4JRYqTDxJCIiIiLKB41GBwHmSUwEAcjQZJqlrVdZtmwp/vzzT+zevQdly5bD2bNn8Nlnn6JUKS+0a9c+x3qiKHLLFyoQJp5ERERERPmgVMohQjRLW6IIWBdw5DQ3aWlpmDr1a+zYsRNdurwFAKhduzZu3LiBhQsXoF279vDy8oJGo0FcXJzRqGdkZBSaNGkqaXxFUgmcEisVvuNJRERERJQP9nbWkMtk0BRwpFKjyYTcSgY7O6WZIsueVquFVquFTGacAsjlcuj1egBA/fr1oVAocPToPwsJhYWF4c6d22jatAQmnmQ2HPEkIiIiIsqH8uWc4elhj+iYFHh5qvPdTmxcGjw97FG+nHPuhXORnJyMhw8fGj5+8uQxrl+/DhcXF5QtWxYtW7bEpEmTYGtri7Jly+HMmdPYvHkTvv/+BwCAo6MjPvpoML78cgJcXV3g7OyCSZMmombNWq+ciltcCXzH02yYeBIRERER5YPCSo4G/j7Yd+gv6PVivrZU0etFZGh0aFDXBworeYFjunLlMjp0+CdBnDDhCwDAgAEDsWbNWmzevBVff/0VBg0aiNjYWJQtWw4zZszE8OEfG+r88MOPsLKyQv/+/ZCWloY2bdpiz561kMsLHh+VXEw8iYiIiIjyqUY1L5w8E4SY2FS4u9mZXD8mNhWOahvUrO5llnhatWr9yqm/Xl5eCAxc88o2bGxssGjRYixatNgsMb3W5Hwz0VzYk0RERERE+eTsZIt2rStBq9UjISHdpLrxCWnQanVo17oSnBwLthcoUVHHEU8iIiIiogJo0rAskpMzcOJMEDRaHVxdVK+cdqvXi4iJTYVWq0ObFhXRpGHZQoyWTMF3PM2HiScRERERUQEIgoD2bSrD3t4ax04+xPOQBFgr5XBxtoXyX1ukaDSZiI1LQ4ZGB0e1DTq1r4ImDctyf8yijNupmA0TTyIiIiKiAhIEAU0blUO1Kh64/Vc4Ll8PRkRkMnSZegjCi3065VYyeHrYo0FdH9Ss7sXptVSiMPEkIiIiIjITJ0dbvNHUF7VrlcL1m2GIiEhChiYT1koreHqqUbd2KTjY21g6TMorjniaDRNPIiIiIiIzEEURT5/H4/qtUNy5G46UVC0ytTpAACACVgo5zpwPQo1qXqhbyxvlyjhxmi2VGEw8iYiIiIgKKDVVg+NnHuHi5edIS9fCQW0NNxdbKBRyCIIAURSh1eqQkqrFuT+e4OqNEDSqXwZtW1SESqW0dPiUAy4uZD5MPImIiIiICiAuPg0/776BR0ExcHKygYd71v08BUGAUmkFpdIKTo42SEzKwMkzjxAckoA+PevA2Ynve1Lxxn08iYiIiIjyKTVVg59338DDoGh4l1LD0SH39zcFQYCjgw1Kl3LAw6Bo/Lz7BlJTNYUQLZlMLkh3lDBMPImIiIiI8kEURRw/8wiPgmJQupQDFAq5SfUVCrkh+Tx+5hFEUZQoUiLLY+JJRERERJQPT5/H4+Ll53BysjE56XxJoZDD2ckWF688x7Pg+ALFM2/eXDRt2gQuLk4oXboUevXqiXv37hmua7VaTJ48Cf7+deHk5IBy5crgo48+RGhoqFE7GRkZGDt2DEqV8oSTkwN69OiO4ODgAsX22pLJpDtKmJL3xEREREREZnD9VqhhIaGCcFBbIzVVi2s3Q3Mv/ApnzpzGyJEjcebMORw69Bt0uky89VZnpKSkAABSU1Nx/fo1TJnyFf788xK2b9+BBw/uo2fPHkbtjB//Ofbt24vNm7fgxIlTSElJRvfu3aDT6QoU3+tIkAuSHSUNFxciIiIiIjJRWroWd+6Gw0FtXeAtUQRBgINaiTt3w/FmOz/Y2ijy1c6BA4eMPl69eg1Kly6Fq1evoEWLlnB0dMSvv/5uVGbRosVo1qwpnj17hrJlyyIhIQHr1q3FunUb0K5dewDA+vUbUaFCeRw7dhQdO76Zv4ekEo8jnkREREREJoqMSkZKqhZ2qvwlif9lZ6dEaqoWkVHJZmkPABISEgAAzs4urywjCAKcnJwAAFeuXIFWq0WHDh0MZby9vVGjRk1cuHDBbLG9NmSCdEcJw8STiIiIiMhEMbGpyNTq8v1u538pFXJotTrExqWapT1RFDFhwhdo3rw5atasmW2Z9PR0fPXVV+jbtx8cHBwAAOHh4VAqlXB2djYq6+npgYiICLPERiUTp9oSEREREZlIp9MDAgo8zfYlQRAAQUBmpt4s7Y0Z8xlu376FEydOZXtdq9Xi/ff7Q6/XY+nSZbm2J4qi2Z71tVIC38WUCkc8iYiIiIhMJJfLABFm2wJFFEVAFGFlVfBfz8eOHYMDB37B4cNH4ePjk+W6VqtFv3598eTJE/z662+G0U4A8PLygkajQVxcnFGdyMgoeHh4FDg2KrmYeBIRERERmcjVRQWr/58eaw6a/5+26+KsyncboihizJjPsHfvHvz++xH4+vpmKfMy6Xz48CF+++13uLq6Gl2vX78+FAoFjh49ajgXFhaGO3duo2nTpvmO7XUlyATJjpKGU22JiIiIiEzk4W4PO5UCKalaKJUF/5U6JUUDlUoBD3f7fLfx2Wej8dNP27Br126o1WqEh4cDABwdHWFra4vMzEz06fMerl+/hj179kGn0xnKuLi4QKlUwtHRER99NBhffjkBrq4ucHZ2waRJE1GzZi3DKrdE+cHEk4iIiIjIRLY2CtSo5oVzfzyBk6NNgd5/FEURiUkavNG0fL63UgGAgICVAID27dsZnQ8MXIOBAwchODgYBw78AgBo2LC+UZkjR46iVavWAIAffvgRVlZW6N+/H9LS0tCmTVvs2bMWcrl5FlJ6rcg5QdRcmHgSEREREeVD3VreuHo9BIlJGXB0sMl3O4lJGVCpFPCv7V2geDSazFdeL1++fK5lAMDGxgaLFi3GokWLCxQP0b8xhSciIiIiyodyZZzQqEEZxMWn5ftdT61Wh7j4NDRuUAZlfZzMGyAVnFyQ7ihhOOJJRERERJQPgiCgbYuKCA5JwMOgaJQu5WDSvp5arQ4hYYmoVMENbd6oWDK3KyniSuIiQFJh4kmFJikpEZs3b8H2HXugyXzxTWxjLcOA9/vgvffeg0qV/1XciIiIiCxBpVKiT886+Hn3DTwMioazky0c1NavTCJfvNOZgbj4NFSq4Ia+vepApVIWYtREhY+JJxWK8+fPYdz4yVDYNYHabRBUshdfenqdBoGbryJg1ToErFyM2rXrWjZQIiIiIhM5O9liYN96OH7mES5eeY5nwQlQ2ythZ6eEUiGHIAgQRREarQ4pKRokJr1YwbZNy4po06ISVLb5X1CIJFYCp8RKhYknSe7GjesYO34aXEoPgdzK+MV7mVwJR7cmyNTWwrCPx2Lr5tWoWLGyhSIlIiIi+ocoinkuq1Ip8VbHqqhV3QvXbobizt1wxMb+/7ufggCIIhQKOVQqJd5oWh7+tb1R1sepWEyvFUW9pUOg1wATT5Lcl5Onwtm7f5ak89+sFHZQe76HLydNxc4dPxVidERERETG5HIrAAJiY2Pg4uJqUnLo6W6LTu0qolXzsoiOTkVsfCoyM/WwspLBxUkFNzeVYcuUjIwMiZ4g/3Q6uQkLJYnQarWIjo4GIMDKqhiO3PIdT7Nh4kmS+vvvu0hKsYGTQ+6bIVvbuCIsNAWhoSHw9i5dCNERERERZSWTyeDk5Ib4+GgkJycXqC0n9T//1usyEBkRV8DopCWXy6DTmTaCqVBYw9XVq1iM3hYF27ZtxbZt2xASEgIAqFSpMkaN+gQtW7YCAEyaNAl79+4xqlOnTh38/PN2w8cajQbz5s3DwYMHkJGRgSZNmmD69G/g5eVVeA/yH0w8SVI7du6G3LZ23isoa+LAgYMYPny4dEERERER5cLa2hbu7qWh0+W+72VxIQiAs7Md4uJSkNdZxjKZDDKZvNgmnYIF3vH09PTC+PFfoGzZsgCAvXv3YtSoUdi9ew8qV37xSlqLFi0we/YcQx2Fwni0efbsWThx4gQWLFgIJycnzJs3FyNGfIxdu3ZDLs/7ysvmxMSTJBUTGwcrhU+ey8ut7BEdEythRERERER58yKpKjmrzQoCYGNjA4VCm+fEk8yvbdu2Rh+PGzcOP/20DTduXDcknkqlEu7u7tnWT0pKwq5duzBv3nw0a9YMADB//vdo06Y1zp8/jxYtWkgZfo5kFrkrlRhOjo7QZabmubwuMxVOTo4SRkRERERElEcymXRHHuh0Ohw8eBCpqamoW9ffcP7ixYto1qwp3nzzTUyd+jViYmIM1+7cuQ2tVovmzZsbznl6eqJy5cq4du2a+frGRBzxJEn17PE2jp6YBzhWzFsFzR106TxU2qCIiIiIiPIijwmiud27dw/9+vVFRkYGVCoVli1bjkqVKgEAWrZsiU6dOsHb2xvBwcFYsmQxPvxwEHbt2g2lUomoqGgoFAo4OhoP5ri6uv3/QlCWwcSTJFW7dl1YK+Kgy0x/5aq2AKDVJMLFWYby5X0LKToiIiIioqLH19cXe/bsRWJiIg4fPoxJk77Epk2bUalSJXTp0sVQzs/PDzVr1kS7dm1x8uRJdOzY8RWtirDkq7icakuSm/HN14gL3Qa9XptjGZ0uAwlhP2P2d9MLMTIiIiIiolew0FRbpVKJcuXKoVatWhg/fjyqVq2KjRs3ZlvWw8MD3t7eePr0CQDA3d0NWq0WCQkJRuViYmLg6upmlm7JDyaeJLnmzd/A9KmfIebZGiTF/W20GbMo6pEYewtxwWvx4/fTUatWHQtGSkRERERU9IiiCI1Gk+21uLg4hIWFwd3dAwBQo0ZNKBQKnD9/zlAmMjISDx48gL+/f7ZtFAZOtaVC0aVzF9Tz98fKgEAcPhIAES+m3cqFDLz9dmcMGbwTbm6W+wsMEREREVEWssKfm7pgwQK0bNkSXl5eSElJwaFDh3Dx4kWsXh2IlJQULFu2DB07doS7uztCQkKwcOFCODs7o3379gAAtVqNXr16Yd68eXBycoajoyPmz58HPz8/wyq3lsDEkwqNl1cpfDN9Kr6ZPhXp6emQyWRQKkvOEuVERERERLmJiYnGxIkTERUVCbVajSpVqmD16kA0b94c6enpuH//Pvbt24ukpCS4u7ujUaPGWLhwIezt7Q1tTJ48BXK5FcaOHYuMjHQ0adIUK1bMtdgengAg6PXFa5ee6Ogki91bEAA3NzWio5O495EZsV+lw76VBvtVOuxbabBfpcO+lQb7VRpS9aubm9p8jRUy8fdPJGtbePN/krVdFPEdTyIiIiIiIpIUp9oSERERERFlx0L7eBZHTDyJiIiIiIiyw8TTbNiTREREREREJCmOeBIREREREWWHI55mw54kIiIiIiIiSXHEk0o0jUaD0NAQpKamQq1Ww9u7tEX3NyIiIiKiIoQjnmbDxJNKpCdPHuN/q1bjwqUrsHXxgWClhF6TBk18KLq82RFDPvwQbm5ulg6TiIiIiKhYYOJJJYooipg1dw6OnLsCt9pdUaXH2xAE4Z/rej0uBF3B/r7vY/Twwej7Xh8LRktEREREFsURT7Nh4kklylfTpuJasAZ+b03I9rogk8G9UkO4+tbDym0roNVqMeD9Dwo5SiIiIiKi4oUpPJUYBw8dwMUHUfBp1DPXsjK5HJXaj8Sqzdtx//69QoiOiIiIiIocmSDdUcIw8aQS43+r18Cn8Xt5Li/I5CjVqA+W/O9/EkZFREREREWWTCbdUcKUvCemEun+/XtIl6mhsLEzqZ6jV0Xc+Os+kpOTJYqMiIiIiKj4Y+JJJcL+AwegrtgsX3Xty/jjwoWzZo6IiIiIiIo8jniaTcl7YiqRIqNjYK1yzFddwcYRcXHx5g2IiIiIiKgE4aq2VCJYW1tDn5mZv8p6LWxsrM0bEBEREREVeYLAcTpzYU9SiVDNrxJSo5/kq25m/DOUL+9r3oCIiIiIiEoQJp5UInTv1gNJQedNrqfTaqBPCEatWnUkiIqIiIiIijS+42k2Je+JqURSqVSoX7sG4kLum1Qv8u5pvN/nXQhCydtriYiIiIjIXJh4Uokx8fPPEX5hEzSpiXkqnxT1DBlPz6Hve30ljoyIiIiIiiSOeJpNyXtiKrFKlfLGysU/4tGh+UiJDXtl2bjgu4g8F4jN69bB1ta2kCIkIiIioiJFJkh3lDBMPKlEqVmzNrasDYT+7914cOgHRD++Br3uxWq3Om0GIv4+i/v7Z8Et4Qr2bN8OT08vC0dMRERERPT643YqVOKUK1ceP23ahPDwMASsWYPrp5cgQ6OBjY0NOrR8A4NmboaDQ/72/CQiIiKiYqQETomVChNPKrG8vEph+ldfWzoMIiIiIqJij4knERERERFRdjjiaTbsSSIiIiIiIpIURzyJiIiIiIiywxFPs2FPEhERERERkaQ44klERERERJQdjniajUUTz4CAABw5chhBQUGwsbGBv78/xo//AhUqVDCUmTRpEvbu3WNUr06dOvj55+2FHS4REREREZUkTDzNxqKJ56VLF9G///uoVasWdDodFi5ciKFDh+DAgYNQqVSGci1atMDs2XMMHysUCkuES0RERERERPlg0cQzMHCN0cdz5sxBs2ZNcefOHTRs2NBwXqlUwt3dvbDDIyIiIiKikkwmWDqCYqNIveOZlJQEAHB0dDQ6f/HiRTRr1hRqtQMaNWqIsWPHwdXVNcd2BAt9fby8r6XuX1yxX6XDvpUG+1U67FtpsF+lw76VBvtVGuxXkpKg14uipYMAAFEU8cknI5GYmIgtW7Yazh86dAgqlQre3t4IDg7GkiWLodPpsGvXbiiVyizt6PV6yOWci01EREREVBQUjWwjn4J+lK7tCuOla7sIKjIjnjNnzsC9e/exdetWo/NdunQx/NvPzw81a9ZEu3ZtcfLkSXTs2DFLO7GxKRYd8XR1VSMmJun1/gYrYtiv0mHfSsOS/ZqWlobz588iJiYGAODq6opmzd6Ara1t4QYiEX7NSoP9Kh32rTTYr9KQql9dXdXma4xeW0Ui8Zw5cyaOHz+OzZs3w8vL65VlPTw84O3tjadPn+RYxtI/gETR8jEUR+xX6bBvpVGY/RoU9AgrA1fj8o1b8KjeCEq1GwBAk3wfsxYsQv3atTBi6DBUqFCxcAKSGL9mpcF+lQ77VhrsV2mwX/+Fq9qajUUTT1EUMXPmTBw9egQbN26Cj0+ZXOvExcUhLCwM7u4ehRAhEVHRt2zFcuw7chJV3/wAbdsOzVqgY39EPLqDjydMxjvtWmL0J58WfpBERERUolk08Zwx41scOHAAy5f/D3Z2doiKigIAqNVq2NjYICUlBcuWLUPHjh3h7u6OkJAQLFy4EM7Ozmjfvr0lQyciKhLm/TAfFx9HoeXI2RBe8Z6BZ8Ua8BgxCyf3rULKD/Mw6YsvCzFKIiKi1xRHPM3Goonntm3bAAADBw4wOj979hz07NkTcrkc9+/fx759e5GUlAR3d3c0atQYCxcuhL29vSVCJiIqMg79dghn7wShUf/xr0w6XxIEAXW7Dcf5rT/i0G+H0KVTl1zrEBERlWgCE09zsWji+fff91553cbGBmvWrHllGSKikup/q1ah3kff5inpfEkQBNTt9Qn+t2oaE08iIiIqNEzhiYheQ3fu3IbM0RNKWzuT6yptVJA5eeHOndsSREZERFSMCDLpjhKm5D0xEVExsHr9OlRo0T3f9Su27IFV69aaLyAiIiKiV2DiSUT0Gnr85AlcffK/NYqLty+ePntmxoiIiIiKIZlMuqOEKXlPTERUDOhFEUIB/tMSZDLo9HozRkRERESUM4suLkRERPmjVCigy9RCbqXIV329LhNKRf7qEhERlRgmLOBHr8YRTyKi11CDev4IuXsl3/VD/rqC+v51zRcQERER0Ssw8SQieg0NHvgRnp3/Jd/1n5zfjyGDBpsxIiIiomKIq9qaTcl7YiKiYsDT0xPuDrZIig4zuW5STDjc7W3g6ekpQWRERETFiAUSz23btuKdd95G/fr1UL9+PfTp0wenT58yXBdFEUuXLkWLFm+gTp3aGDBgAB48eGDUhkajwcyZM9GkSWP4+9fFyJEjEB4eLlk35QUTTyKi19RXE77ExU1zkalJz3OdTE06Lm6cg68mfilhZERERJRfnp5eGD/+C+zcuQs7d+5CkyZNMGrUKENyGRi4GuvXr8PUqdOwY8dOuLu7YfDgj5CcnGxoY/bsWTh69AgWLFiILVu2IjU1FSNGfAydTmepx2LiSUT0uqpatRqmThiP0yu/QkZqUq7lM1KTcCbga3z9xeeoVq16IURIRET0mrPAdipt27ZFq1at4OvrC19fX4wbNw4qlQo3blyHKIrYuHEjRowYgY4dO8LPzw9z585Deno6Dhw4AABISkrCrl278OWXk9CsWTNUr14d8+d/j/v37+P8+fOF1XNZMPEkInqNtW3dFvOnT8W5FZNw6+B6pCbEZimTmhiHWwfX49yKSZg39Su0a9POApESERGRqXQ6HQ4ePIjU1FTUreuP4OBgREVFoXnzNwxllEolGjZsiGvXrgEA7ty5Da1Wi+bNmxvKeHp6onLlyoYylsDtVIiIXnMN6jfA0YO/4vjxYwhYtxBxKemwdXCGAAFpibFwsrPB8A8/QrsfZ0BWAjesJiIiyjcLLQJ079499OvXFxkZGVCpVFi2bDkqVaqEq1evAgBcXV2Nyru6uiE0NBQAEBUVDYVCAUdHxyxloqOjC+cBssHEk4ioGJDJZGjfvgPat++AjIwMxMfHAQAcHZ1gY2Nj4eiIiIjIFL6+vtizZy8SExNx+PBhTJr0JTZt2my4LmTZX1TMw5ajeSkjHSaeRETFjLW1NTw9vSwdBhER0evPQiOeSqUS5cqVAwDUqlULt2/fwsaNGzFs2DAAQHR0NDw8PAzlY2Ji4OrqBgBwd3eDVqtFQkKC0ahnTEwM6tb1L8SnMMY5V0REREREREWYKIrQaDTw8fGBu7s7zp8/Z7im0Whw6dIl+Pu/SCpr1KgJhUJhVCYyMhIPHjwwlLEEjngSERERERFlxwJzUxcsWICWLVvCy8sLKSkpOHToEC5evIjVqwMhCAIGDhyIgIAAlCtXHuXKlUNAQABsbGzQtWtXAIBarUavXr0wb948ODk5w9HREfPnz4Ofnx+aNWtW6M/zEhNPIiIiIiKiIiImJhoTJ05EVFQk1Go1qlSpgtWrAw2r1A4dOgzp6RmYMeNbJCQkoHbtOlizZi3s7e0NbUyePAVyuRXGjh2LjIx0NGnSFCtWzIVcLrfUY0HQ60XRYneXQHR07nvZSUUQADc3NaKjk1C8etWy2K/SYd9Kg/0qHfatNNiv0mHfSoP9Kg2p+tXNTW2+xgpb3Bbp2nZ+X7q2iyCOeBIREREREWWH25CZDXuSiIiIiIiIJMURTyIiIiIiomwIEm6nUtJmiXPEk4iIiIiIiCTFEU8iIiIiIqLsSDjiWdIw8SQies08fPgA23ZsR2h4OHQ6HdxcXdHrnXdQr14DCBbYb4yIiIgoN0w8iSxAr9fjxIlj+O3ocSQkJMLe3h5tWjZH505dYGXFb0vK3q+//YqVawKhVTqgdIM3YV+/OQRBhrjEWMxYsQnpEd+g/3vv4YP+H1h0ny4iIqJigyOeZsPfcIkKkV6vx/KVK7F9124oXKvDrrQ/rNR2CNOm4cbW05i3YAneerMDvvj8cygUCkuHS0WEXq/HV9Om4nZYAqq9+yWsVcb7odk5u8OtXBVkajNw8NwvOHzsIwSuCICtra2FIiYiIiIyxsSTqJDodDoMHj4MIenuKN16EgSZ8YiUvWtZiNU74/jds7jYvz+2bdoEGxsbC0VLRcm0Gd8gKN0adXuMemU5K4U1qrTujdA7f2DIiOHYtHY9Rz6JiIgKgq+wmA3HjokKyfiJExEu+sK9eqcsSedLgiCDW+WWSHdthqEjPi7kCKkoOnf+LK4+CoNf63fzXMe7RhPoPKshcN0aCSMjIiIqAWQy6Y4SpuQ9MZEFPH/+DFfvPoVLxTfyVN6pTF0Exwu4ceOaxJFRUbc8YBWqdHjf5HoVm3XFjt17IIolbZcwIiIiKoqYeBIVghWrVsPet61JdRwrtcfi5SskioheB+HhYYhOzoC9i6fJdeVWCqjLVsf582cliIyIiKiEEGTSHSVMyXtiIgs4e+EiHEpVNamOyrk07j18iszMTImioqLu199/g0etlvmu71O/A7bv3Wu+gIiIiIjyiYknkcREUYResMrX/ooKlRPi4+PNHxS9FiIio2Dr5Jbv+raOroiJjjFjRERERCUMRzzNpkCr2iYnJxt9LAgC7OzsChQQUXGU//XQRMhkXE2tpBIEASjQO5pivv7gQURERGRuJiWed+/exaJFCxEQsAoA0LJlC6SnpxuuC4KAn376CbVq1TZvlESvMUEQIIhaiKLpSYA2NR4ODo4SRUZFXSlPD9x8EJnv+ilxUXB3z/+IKRERUYlXAkcm/+3ChQtYv349goIeQRAE+PpWwKBBg9CsWTOT2zKpJzdv3oR69eobnZs3bz7Wr9+AdevWo2vXrti0aZPJQRAVd+1at0R8yC2T6iRHP0Wt6lVgZcXtdkuqLp3fQsTNU/muH3zpd/R/N+/bsBARERG9tHnzZgwbNhR2dnYYMGAgPvhgAOzt7fHxx8OxefNmk9sz6Tfaq1evokePnkbn6tatizJlygAAbGxsMG7cWJODICruPh46BEcHjYCzT95nAyQ+PIL587+SMCoq6tzc3ODj7oTEqFA4uHubVDdTm4G08EeoX7+hRNERERGVACVwv82XVq0KwKRJk/HBBx8Ynd+ypR5WrlyR5XxuTOrJ8PBwlCpVyvDxZ5+NgbOzs+Fjd3d3REdHmxQAUUng5VUKrZv6I/rvw3kqH/f4AqqWdUS1atUljoyKutEjRuDv39ebvB/ng5O7MKBvX77jSUREVBAleHGh5ORktGjRIsv55s2bIyUlxeT2THpipVKJiIhww8cffvgh7O3tDR+Hh4fB1tbW5CCISoIZ06ejqmsawq/vhC4zI9syep0WkXd+hav2HpYtWlzIEVJRVL9+Q7RvVAd3fl2X5+Tz6ZVjcNZG4oP3TftLJBEREdFLbdu2xdGjR7KcP3bsGFq3bmNyeyZNta1WrRqOHj2a5T3Plw4fPoJq1aqZHARRSSAIApYsXIhtP/+ENesXQ2frDZtS/rBSqqDTpiMj4hb0CY/Q773eGDZkLmQleGoHGfti3Hh8v/BHHN82H9U6fQh7F89sy2WkJuHByR3wEJKxbPEyjnYSEREVVAn+v7RixYpYuXIlLl68iLp16wIArl+/gWvXruKjjz7Cxo0bDWUHDhyYa3smJZ79+vXH+PGfo3RpH/Tr18/wi7FOp8PWrVuxZctmfP/9D6Y0SVSiCIKA/n37oX/ffrh69TKOHD+B+PgIODio0bJ/fzRr9gaTBcpCEARM/PwLtPzjPJYGBOBOYjq8/NvB3sUTgkyO1MRYRNw4AYUmEUMHDULXt97m1xEREREVyM6dO+Hg4ICHDx/i4cOHhvNqtRo7d+40fCwIQp4ST0GvN+3FoR9++B5r1qyBnZ0dypQpA0EQ8OzZM6SmpuLDDz/ExIlfmtKc2UVHJ1ns3oIAuLmpER2dVLCt98gI+1U67FtpSN2vERHh2LVnD0LDw6HT6eDu5op33uqKSpUqm/9mRQy/ZqXBfpUO+1Ya7FdpSNWvbm5q8zVWyATxmGRti0I7ydouikzep+GLLyagffsOOHjwAJ4+fQoAqF+/Pt56q6thCJaIiKTj6emFT0aMtHQYREREVILodDrcv38f3t7ecHQ0fZ/5fG0QWLduXSaZRERERERUvL0Gq89KZfbsWfDz80Pv3u9Cp9Phgw/ex/Xr12Fra4sVK1aicePGJrVnUk+mpaVhxoxv0bJlCzRr1hTjx49HXFysSTckIiIiIiKiou33339HlSpVAQAnTpxASEgIDh36FQMHDsSiRQtNbs+kxHPp0iXYs2cPWrVqjS5d3sL58+fwzTffmHxTIiIiIiKiok4UZJIdRV1cXBzc3d0BAKdOnUKnTp3g6+uL3r174/79+ya3Z9JU2yNHjuC772bhrbfeAgC888476N+/H3Q6HeRyuck3JyIi6YiiiMePH+HGjWt4/PghtFoN1GoHVKtWG3Xq1IWLi6ulQyQiIirSRFG6BLGorz/v5uaGhw8fwt3dHWfPnsG0adMBAGlp6fnK/UxKPMPDw9GgQQPDx7Vr14ZcLkdkZCRKlSpl8s2JiMj8UlJSsG3bRvz++y+oWr086jeohk5da0ChVCAxMRk3r/2Bn3cEQqsBPnh/CFq3bsftV4iIiMhIjx49MW7cWLi7u0MQBDRv3hwAcPPmDfj6VjC5PZMST51OB4VCYXROLpdDp8s0+cZEJK2EhHhs3LIZx06cQoZGAyu5HDVrVMeIoUNRrlx5S4dHEjl37jQWLJyNYSN6Yt+vi7P8zAaAlq0a4lMAkZExWLH0Z2z7aQO+m/kjPDw8Cj9gIiKiIkyEdLM6i/qffEePHo3KlSsjPDwcnTp1glKpBADIZHIMHz7M5PZMSjxFUcTkyZMMNwUAjUaD6dO/gUplazi3dOkykwMhIvNISkrEhMlTcPfRUzj6tYJ7y88gs1JA1OtxP+RvfDRmEhyVesyf9R38/PwsHS6Z0apVy/D3/cvYsfdHqNV2uZb38HDF9Jmf4NaN+xj5yQDM+PYH1KhRqxAiJSIiotdBp06dspzr0aNHvtoyKfHs1q17lulYb7/9Tr5uTETmFx0djT4ffABn/3fh984HRtcEmQwuZarDpUx1pCVG48ORn2Lx3Fno3LmthaLNn8jISASuW4sjx09CL3vxI0zQ61C3VnWMHjkCFStWtnCElrFhYyAiou9jZeB0k6fN1qrjh80/z8XAfhMxb+4yVKhQUaIoiYiIXi9SvuNZFIc8N27ciD59+sDa2hobN258ZdmBAwea1Lag14tiQYIraqKjkyx2b0EA3NzUiI5OQvHqVctiv+ZNRkYG3unVC04N3oeDp2+u5bXpKXhwYC5+27sVDg7uRb5vMzMz8eVXU3Dl9gM4VWsHN996EGT//GcQH3ofsXcOw90OWLV8ORwcTN/Y2FwK+2v23r2/Mf+Hr7Ftx/cFelfz+bMwjPp4LjZv2l1kF4zjzwNpsF+lw76VBvtVGlL1q5ub2nyNFTKd+IdkbcuFJpK1nV/t2rXFzp274OzsjHbtch6cEAQBR48eM6ltkxLPKVMm596gIGDWrNkmBWFOTDyLH/Zr3vz08zZsOnYX3v5d8lwnMfIp3OPPYvmipUW6b3U6HQYO/gjJDjXgUb3VK8vGB99F3NXt2PXTNjg6OhVOgP9RmF+zoiji/Q96YMXqyfAu7Vng9tYF7kZinC2GDh1phujMjz8PpMF+lQ77VhrsV2kw8cwqU7woWdtWQiPJ2i6KTJpqu2fPHnh7e6N69eoQ+V1OVKSs27wV3u0/N6mOg0c53P5zMxITE6BWW26EMDfTZnyLJPuq8Mwl6QQAJ59qgKwvBn/8MXb99HMhRGdZFy/+gTp1K5ol6QSAgR91Q9c3R+Gjj4YX2VFPIiIiksacOXPyVE4QBEyaNMmktk1KPPv27YtDhw7h+fPn6NmzF9555x04OTmZdEMiMr/79+9BZ+MKK6Vt7oX/Q12xBX7esQNDBw+VILKCS0pKxJk/LqNK92l5ruPkXQWP753GzZvXUbt2XemCKwK2bl2HqTMGma09uVyOdh0b49Sp42jbtoPZ2iUiInod6UvYO5537/5l9PGdO3eg1+vh6/viNa4nT55AJpOhRo0aJrdtUk9On/4Nzpw5i6FDh+HkyRNo06Y1xo4dgzNnznAElMiCnj59DKVz2XzVVbmVw70Hj8wckfls2bYNjn65j3T+l1utTliyIkCCiIqWqOhwlCtf2qxtdujYFBf+OGPWNomIiF5HIuSSHUXRxo2bDEebNm3RqFEjnDx5Crt378Hu3Xtw4sRJNG7cGK1atTa5bZNGPAFAqVSia9eu6Nq1K0JCQrBnzx7MmPEtMjMzceDAQdjZ5b6EPxGZl0ajhSjk7weYTG6FDI0m3/dOSkrEtp9/wr6DB6EXZBAFAYIoQiEX8P6776F7tx6wtrbOd/t7DxxE6Q4TTK6ndiuDu6eDIIqi0YI7aWlp2LVnJ37evRs6UYAeL/7gKIcevd7phvd6v/fa/ByLjY2Bi6uD2dutXqMi7t8LNHu7RERE9PpYt24t1qxZC0fHf17HcnR0xJgxYzFkyGAMHjzYpPZMTjz/TRAECMKLxS30en1BmiKiAnBxcQEyEvNVNyMlHu6uLibXS09Px9ffTMPt+w9QqUUXvDlxIeSKf+3xm5aCY6cPIbB3T7Rv3RoTxo2HTGb6dJVMnQiZlcLkegCgsHVAcnIS1GoH6HQ6zJ43B6f/+AMVmr2JdmPnQ2Hzz9TkTK0Gl84dxrb3+6Fhndr45uvpUCjyd9/CEhUVBW9vd7O3q1AooBf5M52IiEjS7VSKuOTkZMTERKNyZeOt6mJjY5CSkmJyeyb3pEajwYEDBzB48Efo3LkT7t+/j6lTp+HEiZOvzSgBUXFTr14DpITczteU96RHZ9GrezeT6iQmJqDPgH7Ql6+Lt6csRbUWnY2STgBQ2tqhzpvvotu0lQjKUGDIiGHQarUmx1eQ7UGAF6OdGRkZGDh4EMKVrug+bSVqt+9hlHQCgJVCiRqtu6Lb1/9Dslsl9BvYP18/VAtTwfomt7Yla5qIiIheAx06dMCUKVPw22+/ITw8HOHh4fjtt9/w1VdfoUOHjia3Z9KI57fffoNDhw6hVKlS6NmzJ378cQGcnZ1NvikRmZe1tTXeaNoI957/BZeyeX/ZW5uRCuvMONSoUTPPy6ZrNBp89PFQVO82FD5V6+RaXhAE1O7YG/fOqjH2i3FYtmipSQmTlVyALlMDuZUy98L/kZmWBFtbFYZ98jE8m3RGxYZ5e1fUr2l7WNupMWzkcGxat7HIru7q4eGB0NAos7er0Wgh5HPqNhERUXEimj5OV2x88823mD9/HiZOnIDMzEwALxYh7N27NyZMmGhyeyYlnj/99BNKlfKGj48PLl26hEuXLmVbbunSZSYHQkQF88nw4ej70XA4efvleWpq8B/bMWW0afs1rtuwFm51WuYp6fy3Km+8ibOP/8bJU8fRpnW7PNfr+c7b2H/tPLxqtDbpfklRz1DNryIO/XoQWifvPCedL5Wr3Rgxzx7h5+0/oX+/902qW1icnJwRF2v+vYvv3H6AqlVNX62OiIiIig9bW1tMn/4NJkyYiOfPn0EUgbJly0KlUuWrPZNS+G7duqNx48ZQqx1gb6/O8SCiwufjUwZfjv0E939bBF3mqxcLEkURwZf2oEElF/R5r3ee7yGKInbt348ard7KV4x13+qPVWvXmVSnX5++SHhw2uR7Rd/6DZ+NHIl1mzehbue+JtcHgFrte2Drju35qltYPNy98Dgo2KxtHjn8B5o2aWHWNomIiF5HesgkO14XKpUKVapURdWqVfOddAImjnjOnTs33zciIum9/dbbUFgpMHPeDLjU6AAPv2ZGo5+iKCL22W1E3zyEji0a4uvJk01q//z5s3CvXDvL+5x5Ze/ijmS9gJCQYJQu7ZO3Ovb2aPNGE1y9eQRetfO2r2Tc87/gokyHjY0NoHKCjX3+Vn5V2NhC5VUeN25cQ506/vlqQ2rvvz8Egau2YdbcMWZpT6fT4cTRixg57BuztEdEREQE5GNxISIq2jq92Qm/7duNt2o5IejAdwg6vBhPTwXi8dHluLdnOqpZP8fWVUvw9eQpJi9O8/PuXaja+u0CxVexeSfs3b/PpDrTv/oartonCL99NNeycc/vIPHGLqxZuRI79+xGpRb5G519qUqrrvh5964CtSGl+vUb4s6tJ3j+LMws7a1dvRtduvTI1wrERERExY0oyiQ7SpoCbadCREWTWu2AEcM/xsfDhiM6OhpJSYlQqVRwc3OHlVX+v+2joqJRwdWzYLG5eiLi7wcm1ZHJZFgTsApffzMd5/fPhlPVtnCv1BCC7MUCOKIoIi74LmLvHIaPiy3W//wz7O3tER4VCbeqLQsWr5sn7keZfwEfcxEEAd9+Mx/jx3yJn3b9UKCE8cnjYBzcfx6bNhXdRJuIiKgwieBie+bCxJOoGBMEAe7u7nB3N89ej5m6TMgKuMKr3MoKGfnYVkUul2POzO8QGxuD9Zs24uCBWdALcoiiCEHUoVF9f3yyZC7KlStvqKPLLHi8MpncsJJbUVWpUmV0aN8NEz//Ed8v/CJf26xERMRg5LDv8OMPKznaSURERGbHxJOI8szJ0QlpSQmwd3bLdxupifFwL8A2TC4urvh8zDh8PmZcrmWdnZyRmhQPRw/vfN8vLSkeTk5O+a5fWPr3H4R16zMw9MNp+HHxBDg55f291iuX7+CrL5dg9qzFRok7ERFRSWeJKbEBAQE4cuQwgoKCYGNjA39/f4wf/wUqVKhgKDNp0iTs3bvHqF6dOnXw88//LIqo0Wgwb948HDx4ABkZGWjSpAmmT/8GXl5ehfYs/8Y/axNRnrVr1QqPLp4oUBtPL59C21ambW2SX+1bt8aTy6cK1EbQpVNo36q1eQKS2EcfDscH/UehX68vsXXTAWRkvHp149CQCEyeuBDLFu3G6lVbUaVK1UKKlIiIiHJy6dJF9O//Pn7+eTvWrl2HzEwdhg4dgtTUVKNyLVq0wJkzZw1HQMAqo+uzZ8/C0aNHsGDBQmzZshWpqakYMeJj6HS6wnwcA454ElGede/WA4Hv9kLtjr3zNZ1Tm5GOxOCHqFevgQTRZdWiRSt89/186DK1kOdxb9N/E/V6BF87i07TTd8k2VIaNWqCTZt2Y8fOrej59ufw9S0F/wZVUKVqeSgVCiQkJuPG9fu4fPEvKOS2GDBgKJo3L9h7sERERMWVaIFxusDANUYfz5kzB82aNcWdO3fQsGFDw3mlUpnj61RJSUnYtWsX5s2bj2bNmgEA5s//Hm3atMb58+fRokXhb5vGxJOI8szGxgaN6/nj+V/XULZGPZPr3z3zK/r1zl/Smh+CIKD7W11x94/jqPrGmybXD7p2Hu1atSrQgkyWYGtri4EDhmDAB4MRGhqCGzeu4dzJB9BmamBv54A6NTrgg77joVbnb5sZIiIiKjxJSUkAAEdHR6PzFy9eRLNmTaFWO6BRo4YYO3YcXF1dAQB37tyGVqtF8+bNDeU9PT1RuXJlXLt2jYknERV9n30yGv0/GgTX8fNh5+iS53rRz4Pw7MLvWPTTDgmjy2rgBwPQq18feFaqAWevvO0dCgCJ0RG4uW8ddmzZJmF00hIEAaVL++R5z1QiIiIyprfwtieiKGLu3DmoX78+/Pz8DOdbtmyJTp06wdvbG8HBwViyZDE+/HAQdu3aDaVSiaioaCgUiizJqqurG6Kjowv7MQDwHU8iMpGnpyeWfP8Dfl84CYnREXmqE/H4Ps4Gzsb6VYGwtbWVOEJj9vZqrFkRgBP/m47o4Md5qhMXHowjS75CwNJlcHbOe3JNREREZE4zZ87AvXv38eOPC4zOd+nSBa1bt4afnx/atm2LVatW48mTJzh58mQuLYoopIlnWXDEk4hMVqNGTaxeshSfjP0MHtXqo0b7ntmudBsb9gy3f9+BzOhg/LRxi2H6R2Hz8SmDres2YPiokbArXQk1OvaGk2fpLOUSoyNw58guxD26hQ0Bq1CmTFkLREtERERFhSX38Zw5cyaOHz+OzZs357oSrYeHB7y9vfH06RMAgLu7G7RaLRISEoxGPWNiYlC3rr+UYeeIiScR5UuFChVxaO8vOHX6BFat/QHJOhFO3r6wsrGFNjUZMU8foLS7C74cNhz+/vUL7b3OnHh6emHvjt24ePEPrFyzChHxSXAtWwlWtnbITE9FbHAQnG2VGDF4CJo3n2XxeImIiMjyLLGdiiiKmDlzJo4ePYKNGzfBx6dMrnXi4uIQFhYGd3cPAC8GCRQKBc6fP4fOnbsAACIjI/HgwQN88cUESePPCRNPIso3mUyGNq3boU3rdoiMjERIyHOkpqZCrVajbNlycHLK/36dUhAEAY0bN0Xjxk0RGxuD58+fITk5GXZ2dvDxKQs3t/zvT0pERERkDjNmfIsDBw5g+fL/wc7ODlFRUQAAtVoNGxsbpKSkYNmyZejYsSPc3d0REhKChQsXwtnZGe3btzeU7dWrF+bNmwcnJ2c4Ojpi/vx58PPzM6xyW9iYeBKRWXh4eMDDw8PSYeSZi4srXFwsM/WXiIiIXg+W2E5l27YXCxsOHDjA6Pzs2XPQs2dPyOVy3L9/H/v27UVSUhLc3d3RqFFjLFy4EPb29obykydPgVxuhbFjxyIjIx1NmjTFihVzIZdbZvqwoNeLokXuLJHo6CSL3VsQADc3NaKjk1C8etWy2K/SYd9Kg/0qHfatNNiv0mHfSoP9Kg2p+tXNTW2+xgpZdEaYZG27WZeSrO2iiCOeRERERERE2bDEO57FFXuSiIiIiIiIJGXREc+AgAAcOXIYQUFBsLGxgb+/P8aP/wIVKlQwlBFFEcuWLcP27T8jMTERtWvXwbRp01C5cmULRk5ElvLo0QM8efIYqalpcHBwQPXqNeHu7m7psIiIiKgY0ltwO5XixqKJ56VLF9G///uoVasWdDodFi5ciKFDh+DAgYNQqVQAgMDA1Vi/fh3mzJmL8uXLY+XKFRg8+CP8+utvRi/PElHxpdFosP+XfVi/ZQsEtRvUpSpAsLKGPiMVsUv+By9nNT4ZNgyNGjXhNihERERERVCRWlwoNjYWzZo1xaZNm9GwYUOIooiWLVtg4MCBGDZsOIAXv4A2b94M48d/gb59+2Zpg4sLFT/sV+m8Dn37+HEQho0aCc86rVGhSScobe2ylEmMDsPD03ugSo/B6v8FGP5wZSmvQ7++rti30mC/Sod9Kw32qzS4uFBW4WmxkrXtZesiWdtFUZFaXCgp6UXS6OjoCAAIDg5GVFQUmjd/w1BGqVSiYcOGuHbtWraJJ/Dim8YSXt6XAy7mxX6VTlHv2ydPHuOjkSPQaNDXULt65VjOwa0U6vX8BCF3LqH/oA+wfcs2WFtbF2Kkxop6v77O2LfSYL9Kh30rDfarNNivWVliO5XiqsgknqIoYu7cOahfvz78/PwAwLBZqqur8V57rq5uCA0NzbYdFxc7yOWW/QJxdX19/6pTlLFfpVMU+1aj0WD46FG5Jp3/VrpGQ4h6LSZNnYxNa1dLHGHuimK/FhfFsW9DQ0OxZ/vPuHzmJMKeP4NclwmIIkRBBrnKDjXq+qPFm53xZqfOsLKS5r/v4tivRQX7VhrsV2mYu185Kk1AEUo8Z86cgXv37mPr1q1ZrmV9Z0vM8S8xsbEpFh3xdHVVIyaG0z7Mif0qnaLctzt27YBbjRZ5Tjpf8qnVDOdW/4rbtx/Ay8u0uuZSlPv1dVcc+/byxT+xeuEc6COD0dPVChPc7OFV3XgNA61ej7+fXsDJOacw78sv8MabXTFs9OdQqx3MEkNx7Neign0rDfarNKTq19f5DwTcTsV8ikTiOXPmTBw/fhybN282+kXx5UqV0dHR8PDwMJyPiYmBq6tbju1Z+geQKFo+huKI/Sqdoti36zdvgf+g6fmqW67p2whctw5fTZps5qhMUxT7tbgoDn2bkpKC2V+NR8bdy/imoiNKl/bIsaxCJkMtF3vUcgFGiSKO3jqMgW/9gtFT56BN+45mi6k49GtRxb6VBvtVGuxXkoJFU3hRFDFjxgwcOXIY69dvgI9PGaPrPj4+cHd3x/nz5wznNBoNLl26BH9//8IOl4gKyaNHDyCo3bJdSCgvStdoiGOnT5k5KiLzefw4CAPfbouOMbexsLYHStvl/Z1kmSCgY2knbPV3w7Efv8KMSWMh8jdEIiJJ6CGX7ChpLJp4zpjxLX75ZT9++OFH2NnZISoqClFRUUhPTwfwYortwIED/3+/zyO4f/8+Jk+eDBsbG3Tt2tWSoRORhB4/DoK6VIXcC+ZAEATIre2g0WjMGBVJRRRFZGZmWjqMQvP4cRDGD+qN5VXt0dYr/1Nl7RRyzKnpjnIPL2LyZ8OZfBIRUZFm0am227ZtAwAMHDjA6Pzs2XPQs2dPAMDQocOQnp6BGTO+RUJCAmrXroM1a9ZyD0+iYiwtLQ2CVcFWpVVY2yAtLRVKpdJMUZE5BQU9wqq1gbh++zZkVgoIMjlEvQ42chkG9X8fXbp0hUKhsHSYZpecnIzxg/vifzWdTRrlfJXBvk7436Nb+N+CuRg13rLTy4mIihu+42k+Fk08//77Xq5lBEHA6NGjMXr06EKIiIiKArXaAfqM1AK1oU1Phb3967uYQXEVFPQIX06dAr21Pep26YO+fccYXU9LTsJvR/dieWA3dO/6NkYOH5HNAnOvr9lfjcc4H6XZks6XRlZwxocHduD+2z3h51fFrG0TERGZA1N4IipyatSohdigm/mun6lJh1yvhVxe8t6fKMquXL2Mj8d8huZDJuHtz2ehTNXaWcrY2qvRuPsA9Ju9BtdDYzF2/Fjo9XoLRGt+F/+8gMy/r6B1AabX5kQQBMyp5ozpYz/mlFsiIjMSIZPsKGlK3hMTUZHn7u4OTyd7JEWH56v+44tH0e/dd80cFRVEUNBDTJo+HT2/WgQnj1K5lhcEAc3eHQK9V0VM/XZaIUQovdU/zsbEyk6Ste9tZ43a8jT8+ecFye5BRESUX0w8iahIGjl0KB6e3mNyPVEUEXzlGN7txcSzKPl80kR0/XwWbE2c/ly/y3t4GBn/2idToaEhsIoLh6ettO8cD/Kxw8blP0p6DyKikkQvipIdJQ0TTyIqkpo0aQbb9GiE/nXJpHo3f1mD3u+8DZVKJVFkZKq//roDaxcvOLp75V44G016fYSVawLNHFXhOrD7Z/R2l35ZhTL2NkgIfsIVnYmIzEQvSneUNEw8iahIEgQBq/8XgLBzu/D85vlcy4uiiBv7A1HVzQaffDyiECKkvApYsxr+b/XLd31nr9KISkxGVFSUGaMqXNf/OIsGroWzGnsNtQL37t0tlHsRERHlFRNPIiqyVCoVftq0FYrnV3Bu9TQE37mUZeGUTE0GHpw7iJNLPkfbWhXw3TczLBQtZUcURdz++294+VYuUDtVW3XFrj07zRRV4YuPDIeLTeFsD1PHRsSNK6bNFCAiouxxqq35WHQ7FSKi3NjY2GD54qUIDw9D4Pp1OL54E6xs7KCwtoUmPRVyvRb9evfGu1/u4PTaIujC+bPQmmE+kat3Gexe8S0+HvaxGaIqfHK9rtDuVVqlxN/PnxTa/YiIiPKCiScRvRa8vErh60lT8PWkKdBoNEhLe7FPJ7dMKboePLiPH6aPgYdnhQK3ZWVtA2chBd9OGYflgWvNEF0hK8S/bCtkArRavuNJRGQOJfFdTKlwqi0RvXaUSiUcHZ2YdBZhmZmZmDp+ONYNqAFNSlKB20tPSUKDcg6Qh9/ErwcPmCHCwiUKQqHdKzVTB5Vd4bxPSkRElFdMPImIyOyWL5qDD+rao7y7PfQpcdBlagvUXsiNc2jko8J371TC999OQmJigpkiLRyi0qbQ3ue5m5yJSjX9C+VeRETFHd/xNB8mnkREZFYpKSn488RBfNDYBwDQu5Yz7p49nO/29Ho9npw7hK51SkFlbYXRzT2wae1Kc4VbKCr4VcWjxLRCudeNNKBOXSaeRERUtDDxJCIis9q9Ywver+8G4f+nlw5u5oO7v27Od3uPrpzDm34OsJK/+C+rS20vnPx9H/R6vVniLQyN2nTE6Zh0ye+jF0U8TdfD27u05PciIioJOOJpPkw8iYjIrA7/sh2963kbPnZUKdHQA/jrxH6T20pPTcalLQvwSQsfwzm5TIbm5e1w+fLrs2VIx05dcSgmM8t2QOZ2OjwRTdt1NiT9RERUMDpRuqOkYeJJRERmo9PpINOmwkZpvPDTjz39EPp7IB5cPJnntjLSUrBvxggsfLs0vJxsja41L2+Ha5fPmyPkQmFtbY26b7TBuchESe+zPjQdHwwbJek9iIiI8oOJJxERmc3Dhw/g55F1P1UruQy7htZF5C+LcG7LMqQl57zSrSiKeHLrMnZ/NRDz2znhjcruWcrUK++CW1cumDV2qX08bhJ+fJqGDJ00U4R/DU1E2YYt4OnpKUn7REQlEafamg/38SQiIrOJiAhHGcfs/2uxUcqxfUhd7LxyAwHffgC5R0VU7zIATh6lYKW0RlpyIp5cOYWHJ/agRVkb7B5YCT4uWZNYAHC1t0ZiwnMpH8XsXF1d8eG4Kfh+zff4uqqrWduOy9BiZagWW9fMNWu7RERE5sLEk4iIzCYzMxPyV8ylkckEvNfQB+819MHd0ARsOP4DHiVoERyXhrRMEZlaLTyc1LgbrcXXh56gYWlb9PT3Qqn/TLUFALyGfy3u2r03Th/5Fduf/433yjiapc3UTB1G3IjG9EVrYGNjY5Y2iYjoBf3r919NkcXEk4iIzMbOzh5JGXn7X7qypxpudrG4GJyBVj0/QJN2nVHBrwrk8hfvh0ZFhOPWlUsYtXk1VOmPMLurL8q62gEAMnV6CDL5q5ovsuYsWYWxwz5AxpOnGFDeqUBtxWdk4uPrkRj13ULU8a9nngCJiIgkwHc8iYjIbKpUqYJbYam5lguKTEKXFdchNOqPVb9fwIBPx6NyteqGpBMA3D290LbL2/h+6358OH8jhu4Jw/oLwQCAv0ITULlKDcmeQ0pyuRyLA7fgeY1W+PhaBKLTtflq5/fQBAy6FY+JiwLRvGUbM0dJREQA3/E0J454EhGR2Tg5OSMu/dX/mT4IT8SwnY8xc+1eeJcpk6d2fStVxrK9R/HjpDGIPXYPLtZA7cbvmSNki5DJZPjymzm4cf1dDJ/wKZqr9BhQxh4etspX1hNFEWcjkrAuNA3e9ZphS+B82NpmMw2ZiIioiGHiSUREZuVToQr+CklA9dJZ32FMzcjEx9sfYfbm/fAs5Z1N7ZzJ5XJMmL8UMz4djOcXryBgXAtzhWwxderWw8+/n8Wpk8fw5YpFyIwJR221AnVVgLfKGnKZgNRMHf5O0uB6qoAHqZlo2LoDZswfjVIm9h8REZmO73iaDxNPIiIyq4HDxmLF96OxtE/WxPOrXx5i4JczTU46XxIEARO/X46+7VtCqVQUNNQiQSaToU3bDmjTtgNSU1Nx+/Yt3Lz8B/4MeQ6tVgNbO3v41a6H4XXroXx5XwiCYOmQiYhKjJI4JVYqTDyJiMisatashfkp1giJS0Vp53+2QwmPT0OQxgGfduycpY4oinlOqGxVKoz5+hts2Lgen40ea66wiwSVSoVGjRqjUaPGlg6FiIjIrJh4EhGR2X09ewnGTPwQO4bVMSSUgRdC0XvEVwCAkGfPsDlwFa5dvQK5lfL/d0YRobKxRt9Bg9Dmzc5GCw39V6s3O2PYyuX4dNRnkMm4Th4REUmDI57mw8STiIjMzs+vCur8X3v3HRbF1bYB/N5ddkGKoLCgWEAURLErYgNrsESNYonG3iJqNJpiSzSJGAWN0ViiqFhjjS1GU9QkmhgTsCuIvSKigEpnd9md74+88oWI1Jldyv27rr2ud4czz3n2vMfAs2fmTPveWHn8d0zu6AoAOHUvDW1da2H8W4OghRmadh+IwX3G51jpTE9+jmNH92PtihXo3a8/howZm+tKqEKhQJ169XH37m24udUx1sciIiKiIuLXxEREJIlJU2fiYqYzNvz5AAaDgCStgPcCx6P1sKno+2EwXBs0e6motKxohzb9RuGt+etw4fp9fPrh+xBe8W2zV9NmuHDxghE+CRERlVcGQbpXecPCk4iIJCGTyRDy1Tqcy6qFUZvO41GKHv0/WobKVarne65cLoff4PHQV6yCL+Z9kmubKtVrIC4uTuy0iYiISAIsPImISDJyuRxBIStwOdUGw4LWwNLm5Z1u89Ky11u4ce8RzkeEv/SzfzYkEitTIiKilxkEQbJXecPCk4iIJHX1ajTsXerAzrFqkc5v0380Nq9b+9Lxh/fuwtm5WnHTIyIiIiPg5kJERCSpNWHr0LTHoCKfX7lqDSQ8fY5niQmoZO+QfTz6wgW8Nn6iGCkWmUajwfnzZ3Hx4lncuXMNOq0WFSytULduQzRp0hxeXg256y4RUSlWHu/FlAoLTyIikowgCLhy7TqajPAsVpz67V/H93v3YPjbgQAAnU6H29evwsXFVYQsCy8u7hHWr1+ByMiz6NjBCy1buGH4EH+YmyuRkpKOS5fv4Kcf12DevFvo0qUnhg4dAysrK5PkSkRERVceL4mVCgtPIiKSTFpaGixt7Yodx965JmIvn8h+/8uhg+jetXuuj1qRkiAI2LlzCw59vwOfzh2AZUt6vZSDk1Ml1KlTDQF92yErS4/9B05hxIg++OCDT9GqVVuj5ktERFRSsPAkIiLJZGZmwkxlUew4ZuYWyExPBwCkJidj14Z12L51V7HjFoZer8f06ZNQ18MKPx6eA4VCke85ZmYKDOjvC//XmmHS5K9w9WokRo4cb4RsiYhIDFzxFA9vPCEiIsnY2NhAk5ZS7DiZaSmwsbWFwWDA59OnYcYHM4166aogCJg161107lgTH80aUKCi899sba2wdfM03L8Xjh07NkmTJBERlQmhoaHo378fmjVrijZtWmPSpIm4fft2jjaCIGDFihXw9W2Hxo0bYdiwYbhx40aONlqtFkFBQWjVygdNmzbBhAmBJn0MGQtPIiKSjLm5OXQZqdDrs4oVJ+bKedSr74VP3p2E11/rgrZt24mUYcF8990eVK8mw4jhnYocQyaT4aulY/HLsX24efNG/icQEZHJGQTpXq9y+nQE3nprCHbt2o0NGzYiK0uPsWPHIP1/V/4AwPr167Bp00bMmTMX3367B2q1A0aPHoXU1NTsNgsWfI5jx47iyy+XYtu27UhPT0dg4Hjo9Xoph+yVWHgSEZGkenXvgat//Vrk8wVBwJWTR7Bn0zr09O+GMWNGi5hd/p49e4qdO9ZhzkcDix1LLpdj5fKx+OST9yDw8i0iIsrF+vVhCAgIgLu7Ozw9PbFw4ULExsYiKioKwD+/F7ds2YLAwED4+/vDw8MDwcEhyMzMxKFDhwAAKSkp2Lt3L2bMmIk2bdqgfv36WLRoMa5fv45Tp06Z5HOx8CQiIkkNHTwEUb98V+Tzb549BSulAutDN6FH99dFzKxgtm/fiGlTe0KlUooSr0YNR7RoXhPh4X+JEo+IiKSjFwTJXgWVkvLPLSu2trYAgJiYGMTHx+e4+kelUsHb2xvnz58HAERFRUKn06Ft2//f1M7JyQnu7u7ZbYyNhScREUnK1tYODT3cceXPo4U+V5uRjvC9YdgcthkODg75nyAyQRBw4sTP6N6tuahxA9/uim3b1ooak4iIyh5BEBAcvBDNmzeHh4cHACA+Ph4AYG9vn6Otvb0DEhIS/tcmAUqlMrtYza2NsXFXWyIiktz8T4Pw1oghMK9ghdrN2hToHG1mBvYvmo5PZ86Ck1MViTPM3Z07t1G/XvVCbyaUn5o1HfH8eTwEQTD6I2GIiKjg8roX0xiCgubh2rXr2L59+0s/e/n3h4D8f6UUpI00uOJJRESSUyqV2Lx+E+4eP4BTezYiMz01z/YPrl7CnqApmDVlMtq19TVSli+7dOk8WjR3lSR29eqVERv7UJLYREQkDoMgSPbKT1BQEH799Vds2bIZVar8/xewarUaAF5auUxMTIS9vcP/2jhAp9MhKSnplW2MjYUnEREZhaWlJTat24guDWrjx8Uf4qdVQXhw7TJSnyUiMy0Vz+Ie4txPe7Djo3FIv3gc61eshJ9ve5PmHBNzB+51nCWJ7V6nCu7fvydJbCIiKr0EQcC8efNw9OgRbNq0GdWr18jx8+rVq0OtVuPUqT+zj2m1Wpw+fRpNmzYFAHh5NYBSqczR5smTJ7hx40Z2G2PjpbZERGQ0CoUCA/sPxMD+AxEVFYkd3+7GxSePodFqYFvRDq28WyBk525UqFDB1KkCALKysqBUinuZ7QsqpRl0Op0ksYmISBwFWZkU27x5n+HQoUNYteprWFlZZd/TaWNjAwsLC8hkMgwfPhyhoaFwcXGFi4sLQkNDYWFhgZ49e2a37devH0JCQmBnVwm2trZYtCgEHh4eaNOmYLe8iI2FJxERmYSXVwPM92pg6jTyZG1ti2fP8r4suKiePU+Dl42NJLGJiKj02rFjBwBg+PBhOY4vWLAQAQEBAICxY8chM1ODefM+Q1JSEho1aoywsA2wtrbObj9r1mwoFGaYOnUqNJpMtGrVGqtXB4u+b0FBsfAkIiJ6hfr1G+Hchf3o1s1b9NiXLt/DmLH1RI9LRETiMcXmQlevXsu3jUwmw+TJkzF58uRXtjE3N8ecOXMwZ84cMdMrMt7jSURE9AoNGzbC6dM3RY+r1+uRnpYFS0tL0WMTERGVRFzxJCIiegUbm4qQy63x6FEiqla1z/+EAvrhxzNo266zaPGMQafTITo6ChcvnkNs7D3o9XrY2laCl1dTNG7cBJUqVTZ1ikREojPFPZ5lFQtPIiKiPLw1ZCyWr/wWCz8fLko8QRCwes3PWLpsqyjxpPbwYQw2bvwaly+fQSsfD7Ro7opO7T2gUMiRmJiMc+ePYNfOldAbzDFkyDj4+XXks0mJiOglLDyJiIjy4OvbAd9sXYvLl++gYcNaxY63afMvaNGiIypXFm8FVQoGgwEbNqzGnyd/wEez+mHZkl65FpQdOjTGe9OAuLin+GrFHmzfHoagoKVwdHQ0QdZEROIyGEydQdnBezyJiIjyIJPJEDR/KaZMDUNyclqxYl29eh/bd/6NCROniZSdNDIyMjD+7SGoaB2Hgwc+QuvW9fNdxaxSpTIWfj4ccz/qgYkTB+PSpfNGypaISDoGgyDZq7xh4UlERJQPJ6cqmDFzIQa8uRjPnqUUKcaVK/cQOGk9li3bADOzknvBUVZWFt6ZNBITJ/hi0sTXIZcX7k+FJk1q48DemVi4YAaio6MkypKIiEobFp5EREQF0Ly5Nz6cvgB9+i3CkaPnCnyewWDAylWH8N4HO/D119tK/CWoK1cuRkDfRvB/rVmRY1SqZIMd297DJ3Pfg0ajETE7IiLjMgiCZK/yhoUnERFRATVu3AybNx/AvgO3ENA/GD/8GAHDK24AysjQYMOmo/Dv9ilS0qpi85Z9UKvVRs64cK5du4rr105jxPBOxY6lVtth8jtdsXTpAhEyIyKi0q7kXutDRERUAllZWSEoaAni4+OxY/sGLF8ZDLncgOrV7WFhbobU1Ew8jH0GpVkF+Hd9A2Eb3i81z+tcvXoJghcMFW1X2oC+bbA+LAgpKcmwsakoSkwiImPSl8N7MaXCwpOIiKgI1Go1prw7AwCg1+vx+HEcNBoNLC2t4OjoWOoeKZKYmIiU5MeoXdtZ1LjDh/lhz54dGDVqvKhxiYiodGHhSURUysXFPcKtWzeh0WRCpTKHq2stVKtWvdQVPqWZQqGAs3M1U6dRLCeOH8frPZqKHveN3q0wcPAKFp5EVCqVx91npcLCk4iolBEEAX+ePIGdm79GUsIjVLVTol6VCrBQyaDRCvjhSSYePNXAsqIDBgwbj46d/KFQKEydNpVwZ878hYH9PUSPW6GCObTadNHjEhFR6cLCk4ioFDn15+/4KvgjtHO3whe9a6Ca/asvi4xPysDGYyswaFkQ3p7yEV7r+roRM6XS5uatG6hbt4MksSvaWCA9Pb3U3OtKRPRCedx9ViosPImISgGNRoOgOe/BEH8F+6Y0REVLVb7nqG0rYHpvD0zumoU53y7F4e92Yf6iVbC2tjFCxlTa6HQ6qFTS/FmgVCmh02kBsPAkotKFl9qKh49TISIq4TIyMjB+ZD90d36C0LGNC1R0/lsFczN8MbQBxjTRYdywPkhKei5NolSqWVtbIzlZmkti09IyUaECi04iovKMhScRUQlmMBgwJXAI3vWzRm/v4m1e08HLCZ/3qYqJowdAq9WKlCGVFQ0bNMbFi7clia3J1EOlKtwXJkREJYHBIEj2Km9YeBIRlWCbw75Gx5o6dGlURZR43nUcMMqnIpYvmS9KPFPQarW4ePECfv31KH755QjOnj2N9HRuXlNcLbxb49Tf10WPGxf3FHaVHESPS0REpQvv8SQiKqEePLiP3w5tw/cftBQ17sA21XFg5W+IirwMrwYNRY0tldTUFOzZ/Q2OHTmACkoD6rlVhrPaEjIAV59rEPpVPFIzBLRq2xmDh4yFWq02dcqljq+vL4KCZmPWjP6iPopn4+Zf8cYbg0WLR0RkTOVxZVIqLDyJiEqotStCML9/Hcjl4j6PUyaTIWRQXcxYNh8r1+8SNbbY9Ho91q9djhPH9mNUnwY4uKznKzfAMRgM+PnPm5g1bTBc3JvhwxnzYGFhYeSMSy+lUomWLX1x5OhZdPVvIUpMjUaLn49cxM6dIaLEIyKi0ouX2hIRlUBpaWm4c+08mrrZSxK/ptoaWcmxePLkiSTxxfDoUSyGv9UTDrIo/Lx2EAa/3jDPXVflcjm6+3rgwPJ+6OSlwbBB3XAlKtKIGZd+48e/iwXBB5CenilKvM+CdmHEiEl8jiwRlVoGQZDsVd6w8CQiKoF+++0o3mhaWdI+3vJR48dD+yTto6hiYh5gcuBgrJzRBuMHNi/0pZ9vdPLE7i9eR9Ccibh08bxEWZY9FSvaYuLE6Zj6XhiEYv5RdOL3y7h1Ow09e/YRJzkiIirVWHgSEZVAl878iVZ1Kknah4+HAy6e+VPSPooiPT0d094Zjo1B/nB3LfqmNOrK1ti95A0EfTIFjx7Fiphh2dapkz9q1GyOD6ZvLHLxefJkFOYvOIjg4JUiZ0dEZFx6gyDZq7zhPZ5ERCXQ9auR8OroLmkfzpUt8STuhqR95ObZs6c4fTocly5G4P7dm9DpdKhQwRIeng3RqLE3Dh/chRmjmqJW9eKv+FaytcSq2Z0xe9ZkrNu4R9RNcworKysLKSnJEAQBNjYVoVQqTZZLfgIDp2LLlnXo228hVi4fh+rVC7ZZU1aWHouX7Ed4eAzWrt0Oa2triTMlIpIWNxcSDwtPIqISSMjSQmkm/UUpZjLj/UK9fPkiwtYuRWpyHLq0q4W+7WvAfWR7qFQKpKZpEHk1Fn+dWo8zEWdgr6yDRh5OcHaqWOx+69dxgnfdG/j+4F70fqO/CJ+k4G7evIHt29fj2rUomJkB9pWtIZPJ8OxZKrRaAa613DF48Bh4eTUwal4FMXz4OLRu3R5j3v4ATRpXw4TxXeHqmvtjfTIyNNi5+w9s2XoCAQHDsHbdYpMW+UREVPKw8CQiKseKex9fQWRkZCBk4RykPr2Bz6Z2Rm3Xl1fPrK0sUMXRFl386uHjd/3xZ8RNjP54L97s1hAjAwp/j+d/vTvUG/0+WGe0wvPevbsICpoBtYMSE8b7o1mzPi99BkEQEBV1F6tDl2DRneeY/dFC1K3raZT8Csrd3QNbt36H06cjMHtOKBITH8PJsSLc3JygUMiRmJiCa9djAcEM3br3xaZN38HS0tLUaRMRiYYrnuJh4UlEVBLJFTAYBNEfpfJfekgb//HjOLwzcSjeH9cKPbsMKtA5MpkM7XzccWjbFCxZfQSjZ+/B2nkBUCoLtzOqIAjQ6w1QKOSwtjKHe/UKuHIlCvXrexXloxTY9u2b8PNPu7Hiq7GoXdv5le1kMhkaNKiFVSvG4+HDBLwzZQaat+iEt9+eUqJWC2UyGVq29EHLlj4AgCdPnuDhwwfQ6/Wws6uEWrXcuGstERHli4UnEVEJ5OrmgeuxSfCsbidZH4nJmbCr7Chd/MREvDPhLaz+vBc83XO/RDMvZmYKzJjcHXu+P4MxH+/BpoUDIJe/+vJjQRDw69+3sOdIJB7EJUEmk0OlUkCvNyArSw+NNgvLln6ORYtXwc5Omo2bVq1agtSU6zh08OM8c/2vatUcsG/PTCwI3oOFC+dg9uz5kuQnBkdHRzg6SjdviIhKkvL42BOpsPAkIiqBGjZvi4jrOyQtPM/cSkDDZm0liS0IAmbPmIglc7oWqej8t/69WiDuSTJWbvsLU4a9nK8gCPj2p0tYt+cM2rWqiw+nvoFaLg4vrRqmpmXip18i8d6UQXCsWgczZ80XtQD9/vt9SEyIwvJl44q0YimTyfDRrAH45LPt2Lp1PYYNGytabkRERKbGx6kQEZVAnTr7Y/+5p5L2sSM8AV179JEk9v69O9G0nhWaNawpSrxJozvi14g7uHkvIcfxxGdpGDp9F648SMbhne/jk+l94OaqzrXws7ayQP/eLXBw81iM6V8D40b3xS/HfhIlv/j4eGz7Zg2WLB5V7MtkP5kzCEeP7MX9+/dEyY2ISi+tVovbt2/hypUoXL9+Dc+eSft7gV5mMAiSvcobrngSEZVAlSvbw9rRFbceJaN21eLv7PpfCcmZeG6whqtrLdFj6/V67NyxDj9/M1q0mDKZDIvmDsDCrw4hbH4/AEBcfAqGztiFkE/eRPMmhfscrVvUxg/fjMOEmasRH/8YgwaPKFZ+Xy6Zh+AFQ6FSFf8RKXK5HMuXjcVHc+di1arNxY5HRKWHIAg4d+4MdqxZhXs3rkGRkQFnmQzmAPQA4gGkmilh7eCArv0Gos+AQbCwsDBx1kQFw8KTiKiEGvfOTMyZPwHb32kueuzP9t3A6AlzRY8LAL/9ehT+vm6F3gwoPx61nfA0OQNPn6fDwtwMw2fuxspFI+DpXrVI8SpUUGHD0rcwZtoOVKpkj67dehYpTkpKMmJjb8Hbe0iRzs+Nu3s1CIYUPH4cByen4l2qTEQlnyAIOPDtTnyz6ivUzshAHwA1lErIcn3er4DUx3H49asvMHjlMjTx7YD3PpkHGxvxv6Qk7morJl5qS0RUQnl5NUB1L1/s+euBqHF/i4xDupUb2rZrL2rcFw4e2I4RA1pIEntAb28c/PUK5iw/imkTuxe56HxBLpdjzaKBCFu3BAkJCfmfkIvDhw9i8CDx75UdOaID9u/fKXpcIipZHj9+jLED3sCFxQsRrNPhHZUKNVWqPC/bt1Yo0NuiApaZmcHr+DEMea09jv9y1IhZlx96QZDsVd6w8CQiKsGmTf8Ua/98hsv3nokS7+6TFMw7+ABzgpaIEi83TxMfo6qTrSSxfZq54ceT1/A8IwvduzQSJaa5uRKL576O+fOmF+n8Cxf+hm878R/R0rZNfVy8cEb0uERUcpw7ewbjer6Gt+7dwRhzc5gXYjds4H+PO7KogEVyOfbMeA8hc2cb5fnMREXBwpOIqARTqVRYsW433t1xB+duJxYr1s1HyRi17gqWrtkh2SVZGo0GFubSPYPSzcUB0bcSMOf9N0SN27yRC3QZTxAX96jQ5z58eB8uLk6i5gMAdnbWSEtLEj0uEZUM586ewfy3R2KhmRnczYt3n6alXI7pFhbQ/3gYQTM/EClDAgCDQbpXecPCk4iohHNwcMDaLQfw2U/Psfj7G9DrC/fbShAEhB67jXd2PMCKsL2oUUOcnWZzk5aWioo20m10kfg0DQ721nCt6SB67HFDvbF92/pCn6eQy4q9k+2ryMW9TZaISoi4uEf4NHA05qtUsFGI9w99qLkK2l+PYsu6NaLFJBKLSQvP06dPIzAwEL6+7eDpWRfHjh3L8fOZM2fC07Nujtebbw40UbZERKZTqVJlhH1zEBZefeEfHI5tv9+FRqfP85wsvQH7/n6A7iHhSFR3wJbdP6FqVWdJ81QoFIUujAvjZMRNBLwuzf2jHdt64sK58EKfJ+lFbYJ0q8dEZBqCIGDmhLGYhn/u1RTbGJUK34WuwoMH90WPXR7xcSriMemuthkZ6fD0rIuAgABMmTI51za+vr5YsGBh9ntlrrt7ERGVfTKZDG8NG4vefQfhwN7t6P3VDtiq9Gha0xr1q5rDQqWANsuA63EanL2fivhUAZ17BODrb0bC1tbOKDna2FTE0+cZksUPP38H/Xt7SxJboZADghYGgwHyQtxnpVAokZmphYWFStR8BEFAlr78/WFCVNbt3fkN3GIeoLa5uSTxFTIZpsnlmDVhLL45dESSPoiKwqSFp59fe/j55b2rokqlglqtLlRcia54KnC/puq/rOK4SodjKw2px9XGxhrDRr6NYSPfRmpqCi5duoRbN69Cm5EOpY0F6rTwQECjxkYrNv9NoZADMiX0esM//1tkkVcfYtbUoj32pCCc1DZ4+jSxUL936tVriMuX78Dbu66oudy+/QguLm5G+ffJ/xZIh2MrjdI6roIgYNvXK/CFStwvqv6rpkoFxyePcenSeTRu3LTA55XWcZVSeVyZlEqJf45nREQE2rRpDRubimjZ0htTp06Dvb39K9tXrmwlyR87hWFvb2PS/ssqjqt0OLbSMMa4OjjYwNXVGUA3yfsqqObePgg/dwdtvGuLHjvhaSpUSul+dVlYmMHGRgUHh4L/f9fz9V74/tBG0QvPQ4dPo3u31wuVS3HxvwXS4dhKo7SN64kTJ+Cl1RrlCr6+ALauWIrOB/YX+lyxx5Ub7RJQwgtPPz8/dOvWDc7OzoiJicHy5V9h5MgR2Lt3H1Sv+Kbo6dM0k6542tvbIDExhf/ARMRxlQ7HVhrlfVz7BgzH8sVTRS889XoDUlMzkZqWCQsLaf5oS07JRGamAQkJKQU+p179pvjk01nQ6bKgFKkoFgQB+787g507gwqVS1GV9zkrJY6tNErruK5eGIKhRurLRaXC3UuX8PBhAswLeFmvVONa2r4g+DdDaZpgJVyJLjx79OiR/b89PDzQoEEDdO7cCcePH4e/v/8rzzP1/BAE0+dQFnFcpcOxlUZ5HVcXl1pIzTTH7XvxcHMp3K0Sedm652/Uqm6Hy9EP0bGdp2hx/y3xWQZsbSsV8v83GQIChuCrFd/jg/f6ipLHps2/oFOnHlAozIw6h8rrnDUGjq00Stu4xt27h6pG3K+kLoDo6CuFutwWKH3jSqVDqXqciqOjI5ydnXHv3l1Tp0JERHmYPWcRpsw9CINIDyp7HJ+M0G1nkaSxxom/rokS87/S0zUwt7Au0rlvvjkMvx2/ievXY4qdx8OHCdi24y+MG5f7pntEVDqlpaXBQpNp1D49NBqcj/jbqH2WNdzVVjylqvB89uwZHj16BLXa0dSpEBFRHlxcXNHJfyDmLT1a7FhabRbGTd+D4EWh2LHrB5w6+wiCBF/F7/ruLDp17lWkc2UyGRYsWI5xgWsQF/e0yDk8e5aC4SO/QlDQMpiZleiLkoiokO7cuQ3pnqKcu1oqFa5fPG/kXssWvUGQ7FXemLTwTEtLQ3R0NKKjowEAMTExiI6ORmxsLNLS0hASEoLz588jJiYG4eHhmDBhAipVqoQuXbqYMm0iIiqA4SPeRkpWNXy+/FiRC8WMDC3eemcbBg+bBq8GDWFubg5Nph5/n7klaq6CIGBV2FH4+nUucgxn52oIDl6NQUOW4vz5wud37doD9BuwCLM/WoQ6ddyLnAcRlUyZmRlQGfn61QoyGTLS0ozaJ9GrmLTwjIyMRN++fdC3bx8AQHDwQvTt2wfLly+HQqHA9evXMWnSRHTv3g2zZs2Eq6srdu7cBWvrol0KRURExjVz9nygQgP0f3sLYuOeF+rcv8/dQY8RG/HWiOl4zf+fe/7PnzuDakotPvt8D/R6cS7jBYBt355C6+o2WPL5rGLFqVPHHV9/vR3zF/6IOZ9sw/Pnqfmek5qageBFe/D+9N34culGNGpUuHuxiKh0MDMzg8HIO2DqAaPsoFuW8VJb8Zj0Oh4fHx9cvfrqe3XCwsKMmA0REYlNJpNh/IRpiO7QFaM+eB+NPCtj4vBWqFXTIdf2giDg1JnbWL01AjBzwNqwfahUqXL2z8NWLcbnvWvj12vxWLLiMKZPLdqlsf8WG/cMmzf+gu8ntsHwLVGIi3uEKlWqFjmeWq3G6tVbceTIDxgy7GtUqWKJLp0boEVzd1SrZg+ZTIa4uKc4c/YGfjt+BbduP0X//sOwYcNiyPjwPKIyy97eAU+N/G88ISsLDlWcjdon0avwBhIiIpJcvXr18c2OH3Du3Bl88tVqxD+JgdreEnXd7KFSKpCSpsWVG0+QmqZHPa9meG/mCtSs6ZIjRnx8PLRPY+Di0Agj7a0wdutZ7N7viIF9fYqc19NnqRg+9mssH9AISjM5xrVyxNawVfjwo/nF+rwymQxdu76Orl1fx507txER8Re+WHoSCfGPIUCAfWU1GjZqgaHD+sDd3aNYfRFR6VC9eg3EGbnwvAqgqa+fUfssa/g4FfGw8CQiIqOQyWRo3twbzZt7A/inkLx37w50Oh0sLS0xZrIHrKysXnn+iePH0NvLNjvWmrea4e1vjuNh7FO8O6Er5PLC3T1y5VosJr+3AYt6eaJu1YoAgI71HPHF2pNF/IS5q1XLDbVqueHNN4eIGpeISheZTAZlRVvoUlOgNFIBes3MDEN5+X6pc/r0aYSFhSEqKhLx8fFYuXJVjj1uZs6ciQMH9uc4p3Hjxti1a3f2e61Wi5CQEBw+fAgajQatWrXCJ598iipVqhjtc/xXqdrVloiIyg61Wo0WLVqideu2aNy4aZ5FJwBcPnMSLVzsst8rzeQIG94Cqgcx6DXgC1yKelCgflPTMrHgiwOYO3MTNg1pgiYu/38pr0wmgwpaaLXaIn0mIqK8+HXviT8yM4zSl8ZgQKKFBZycnIzSX1llins8MzLS4elZF3PmzH1lG19fX/zxx8nsV2jo2hw/X7Dgcxw7dhRffrkU27ZtR3p6OgIDx0Ov14s2NoXFFU8iIioVbt+8Dg/f2jmOyeUyBLavjW71U7Fk0be4l6LDG2+0hE+LOqjvURVK5T+/5h49fo6zF+/h55/P4fb1hxjRsgamj/PJ9Z5KTycr3Lp1E/Xq1TfK5yKi8mPwqDF4e8dWdDJCX79oNOg7drwReiKx+fm1h59f+zzbqFQqqNXqXH+WkpKCvXv3IiRkEdq0aQMAWLRoMTp27IBTp07B19dX5IwLhoUnERGVCjJBD7k898vTXNXWWDGoCVIydDgSeQ87/orE1bgU6AUAEOBgZY5m1StirKcDGnRxyTXGC3YV5EhOThb/AxBRuWdra4dqDRrh6qUL8DQ3l6yfLEHAj3I5tvMS/2IrqbvPRkREoE2b1rCxqYiWLb0xdeo02NvbAwCioiKh0+nQtm3b7PZOTk5wd3fH+fPnWXgSEREVl00FJfp510S/YsQQBLyywCUiKq5ZwUswrkdnfCkIMJPoXs8dWi3enPRuvrcwUP5KYuHp5+eHbt26wdnZGTExMVi+/CuMHDkCe/fug0qlQnx8ApRKJWxtbXOcZ2/vgISEBBNlzXs8iYiolDBTWUCjk/7elLiULNjb5/64FyKi4lKr1Rj+wUxskOhe8lsaDa45V8PgEaMliU+m16NHD3To0AEeHh7o1KkT1q5dh7t37+L48eP5nCnAlE/tYuFJRESlQl2vxrgc81zyfm4mZMDVtZbk/RBR+dV34GBoWrTEIY24xWecToelZkosXruJzwUWiUEvSPYSi6OjI5ydnXHv3l0AgFrtAJ1Oh6SkpBztEhMTTfrFKgtPIiIqFRq3aIfwu9Lee6nR6SFTWRX60SxERIUhk8kQsmotrjdqjG81GggiPCvyjkaD+XI5Vu7ax51sy5lnz57h0aNHUKsdAQBeXg2gVCpx6tSf2W2ePHmCGzduoGlT0z1eh/d4EhFRqdC+QyeMWRmESR2l62PP2Vj49+wvXQd5SE9PR2TkZVw6H477t69Bp9XCokIF1PZshMZNveHpWR9KpdIkuRGR+ORyOZau34xlC+bh4/17MM3MDA5mhf/TXC8I2KnVINKpCtaFbYWTk+me01gWCQaD0ftMS0vD/fv3s9/HxMQgOjoatra2sLW1xcqVK+Hv7w+1Wo2HDx9i6dKlqFSpUvazPm1sbNCvXz+EhITAzq4SbG1tsWhRCDw8PLJ3uTUFFp5ERFQqVKhQAXUb+yDidixauklzqdD2c4lYM924u0BevnwRm9cuRXzMDfi4VUQLF0sEtKgIlZkCGdpkXHlwGEfW7cHnt5Pg1bQNho+dDBcXV6PmSETSkMlkmPbRJ4gOGIA5k8bBKyUFbygUBSpAdYKA45mZ+F4uR7+3J2Hm2PG8vLaMiIyMxIgRw7PfBwcvBAD06dMXn376Ka5fv47vvjuAlJQUqNVqtGzpg6VLl8La2jr7nFmzZkOhMMPUqVOh0WSiVavWWL06GAqFwuif5wWZwSDC2n4JkpCQYrK+ZTLAwcEGCQkpKFujalocV+lwbKXBcZXOw4cPMCtwAL4b30T0nWf3nI3FWVkDTP/4c1HjvkpS0nN8OvtdWGU8wNRuLqhbzTbP9oIgIPx6PJb8eB9uTTpg6odzoVKpRMmFc1Y6HFtplMVxFQQBv/9+HJuXfQFt7EN4GQyoq9fDVaWChUyGLAiIz8rC1Sw9rpqbI8ZMiZ5vDcXAYSNhY1NRlBykGlcHBxvxghnZ5G/OSBZ7xdAWksUuibjiSUREpUb16jXQe8g4rDi+B+92chUtbnxyJtb8/RTb9n8iWsy8nD0TgYVzpmB+/9po69moQOfIZDK0quuIb+s64tu/ojG0/2tYsmoratSoKXG2RGQMMpkM7dt3RPv2HZGU9ByXL1/ChVN/4njkJWgyM2CmVMKxqjOatPPD602awcXFlSucVKqw8CQiolIl8J13EdDjEBpEx6NzPXWx42VoszD6myuYG7xWtBXEvISH/4mVn7+P795rhoqWRetvQOsa8K5th1HjB+LLNbtQs6aLyFkSkSnZ2tqhXTs/tGvnZ+pUyr2S+BzP0orb9hERUakik8nwVeg2LAtPw4+X44oVKyldizfXX8K46QvRsGFjkTJ8tQcP7uPLz97DrinNi1x0vuDqaINN4xrg/YlDkJ6eLlKGRET0bwaDINmrvGHhSUREpY6lpSXWbtmPfQ8rY+ruaKRpsgod4+fIxwhYfwXvfrYSvn6dJMgyJ0EQ8PGHgVgz2gs2FcTZndbF0RrTuzsjJGimKPGIiIikwsKTiIhKJQsLCyxaHga/4bPROzQSXx69jWdpmjzPEQQBv1yJw5vrL+H7xGrYsu8XNGvubZR89+zaik5uMtSpKs4mIC90a+IMTewlXLx4XtS4REQEGPSCZK/yhvd4EhFRqdaxkz98/Trh6JEfMHrLGggZz1GviiUaOqlQ0VwBnd6Ae0lZOBeTgcdpeni37YJPvw5ElSpVjZajIAjYuyMM309tKEn8Wb3dMHf1F/hqzTZJ4hMRERUXC08iIir1zMzM0L1Hb3Tv0Rs6nQ5Xr0bj+rVoxKcmQalUoaZzDfRq3ASVK9ubJL+zZ0+jWQ1zWKik+bXrVqUi0hPOIDExEfb2pvmMRERlUXm8F1MqLDyJiKhMUSqVaNiwERo2LNhjSozhtyMH0a958XfgzcvrjSrh1Knf0atXX0n7ISIiKgre40lERCSx6MjzaORaSdI+mrvZ4fLZU5L2QURU3ggGQbJXecPCk4iISGK6zFTJLrN9watGJdy4FiVpH0REREXFS22JiIgkpoD032wrzeQwZBX+sTJERPRqBoPB1CmUGSw8iYiIpCYrY/0QEZUT3FxIPLzUloiISGJZghkEQdo/Xp48z4BdJe5oS0REJRNXPImIiCRWpVpNPExMR3UHK8n6OHsrAQ2btZcsPhFReWTQc8VTLFzxJCIikljTlr44eTVe0j7+uJmKZt5tJO2DiIioqFh4EhERSaxn737Y9rd0hacuy4Dw22lo2rS5ZH0QEZVHBoMg2au8YeFJREQkMVtbOzhU90DU/WeSxN8X/gD+vQZAJuPuQkREVDKx8CQiIjKCKR9+ig93XBP9W+6kNC3WHH+MwUPHihqXiIi44ikmFp5ERERGULOmC7q8MRzLfrwpatwPtkXhgzmLYGUl3cZFRERExcXCk4iIyEiGj56A0/EVsT/8oSjxFhy4DievTmjVup0o8YiIKCfBIEj2Km9YeBIRERmJTCbDl6s2Y+cVOUKP3S7ysz11WQZM3xaJ57ZNMPXDuSJnSUREL/BSW/Gw8CQiIjIilUqFFaHbEWfbGv2WnUFMQlqhzj9/5ym6LwqHR+exmPHxAm4oREREpYKZqRMgIiIqbxQKBd6ZOgvXewRgStB0WBme4+0OzmhdVw0zxcvfCWdosnD0Uhw2/hGHilVqY8XG7+Ho6GiCzImIyheDvvytTEqFhScREZGJeHjUxbqt3+H+/XvYuXUtFh09A702DZWtzKAykyNdk4WkTAHmlrbwbtMBi9aNQuXK9qZOm4iIqNBYeBIREZlYzZoumP7R5wAAQRCQnJwErVYHCwtz2NhUNHF2RETll8FgMHUKZQYLTyIiohJEJpPB1tbO1GkQERGJioUnERERERFRLsrj7rNS4a62REREREREJCmueBIREREREeWCK57iYeFJRERERESUCxae4uGltkRERERERCQprngSERERERHlQtBzxVMsXPEkIiIiIiIiSXHFk4iIiIiIKBe8x1M8XPEkIiIiIiIiSXHFk4iIiIiIKBdc8RQPVzyJiIiIiIhIUlzxJCIiIiIiyoVgMJg6hTKDhScREREREVEu+DgV8fBSWyIiIiIiIpIUVzyJiIiIiIhyIXBzIdFwxZOIiIiIiIgkxRVPIiIiIiKiXPAeT/FwxZOIiIiIiIgkxRVPIiIiIiKiXPAeT/FwxZOIiIiIiIgkxRVPIiIiIiKi3OgNps6gzGDhSUREREQkktjYhzh54jjOHD+BW9euQtDqAEEA5HLY2FdGk1at4O3nh1at2sDMTLw/xQVBwJ07t3Dh3Fmc+/13PI6NRZZOB3MLC7h5eqK5nx8aNWoKtVotWp/lgSkutT19+jTCwsIQFRWJ+Ph4rFy5Cl26dPn/nAQBK1euxO7du5CcnIxGjRpj7ty5cHd3z26j1WoREhKCw4cPQaPRoFWrVvjkk09RpUoVo3+eF1h4EhEREREVgyAI+O2Xo9jw5ZfQ3X+E+olaeOmV6Awl5JBlt0u/8RB3/96OPWG78LmtGdr36olRE9+Bk5NTkft+9uwptoWtw0+7d6OaRg/XFA0aGcxgLzeDAjJoBQGx4dE4seMAwiwV0KvtMeydyej2ei9RC18ST0ZGOjw96yIgIABTpkx+6efr16/Dpk0bsXBhMFxdXbFmzWqMHj0KP/74E6ytrQEACxZ8jt9++w1ffrkUdnZ2CAkJRmDgeOzduw8KhcLYHwkAC08iIiIioiK7f/8ePhg7Bk63H6NPsgK2UAJQ5trWEgrUhyXqpwDdUwRcCd2Psfu/Q+9xYzFm0juQywu+/Yper8fXSxbj2PZt6JxiwGzBAgqZGSAzA/5VV1SQAbaogHp6AClAavIz/DZ9LlYvmI9Zi5egnV+HYn3+ss4Uj1Px82sPP7/2uf5MEARs2bIFgYGB8Pf3BwAEB4egbds2OHToEAYNGoSUlBTs3bsXISGL0KZNGwDAokWL0bFjB5w6dQq+vr5G+iQ5cXMhIiIiIqIi+Gb9Wkx6vSd6X3iC3snmsC3Emo4cMjQwWOCdOCVufbkeb3btgseP4wp07u3btzCgSwckhW3DrGQVfFABCpks/xMBWMsU6JVljg/iBWyaNBkfBo5DRkZGgfMm04qJiUF8fDzatm2XfUylUsHb2xvnz58HAERFRUKn06Ft27bZbZycnODu7p7dxhRYeBIRERERFdIX8z7F74tW4J3HKjhBVeQ4csjQOU2FnhcTMLJnD9y/fy/P9pcunsfkfn0x6m4yXssyh6yABed/WcrkGJduDtejf2P4G68jNTWlSHHKOsEgSPYqivj4eACAvb19juP29g5ISEj4X5sEKJVK2NravrKNKbDwJCIiIiIqhK+XLMatrXsx4Ll5jns4i8MZKgy7p8f4fgF48uRJrm2uX7+GmSOGY1qSAo7y3C/nLawWMEePm/EY3a8PMjMzRYlJ0nv5CwcB+X8HUZA20mHhSURERERUQBcunMPxsC3om1T0Vc5XUUOJ/ve0eG/MKAhCzhWxzMxMvDdiKKYkKWAjE3dzmPoyc/jefIzPPnxf1LhlgsEg3asIXuxK/N+Vy8TERNjbO/yvjQN0Oh2SkpJe2cYUWHgSERERERWARqPBxxMCMSjBDDKRVjr/qybM4RB9H7u/2ZLjePDHs+Afn4FKcmn2Bm0JC8T+9jtO/v67JPFJHNWrV4darcapU39mH9NqtTh9+jSaNm0KAPDyagClUpmjzZMnT3Djxo3sNqbAXW2JiIiIiApgzdIlaPUgHTawkLSfbskqLPtiCXoG9IeVlRWuX7+G60eO4V1B2n6HpZlh5tsTsO/3U5DJuD4FmGZX27S0NNy/fz/7fUxMDKKjo2FrawtnZ2cMHz4coaGhcHFxhYuLC0JDQ2FhYYGePXsCAGxsbNCvXz+EhITAzq4SbG1tsWhRCDw8PLJ3uTUFFp5ERERERPnQ6/X4ac8eTNWaS96XAjK0StRjz/ZvMGLceIQuDsEbycjxmBQpWMsUqPs0AyeO/4oOHbtI2xm9UmRkJEaMGJ79Pjh4IQCgT5++CA4Oxtix45CZqcG8eZ8hKSkJjRo1RljYhuxneALArFmzoVCYYerUqdBoMtGqVWusXh1ssmd4AoDMYBCMX8ZLKCHBdDtyyWSAg4MNEhJSULZG1bQ4rtLh2EqD4yodjq00OK7S4dhKwxTj+vNPP+DniTPQPVX6whMAtDAgtI4K234+guHt/TAzyTjrRc8MWdjR0BmbD/4gWkwHBxvRYhmb35AdksX+fdtgyWKXRFzxJCIiIiLKx76NG9E51XirRSrIUTkpE7t2bEOzJC2M9Wd7JbkZ0h48RFpaGqysrIzSZ0lmikttyypevE1ERERElI/HDx6gkpHXbGo81+CPH3+Ah964l0fW0gqIioo0ap9U9rHwJCIiIiLKQ3p6OuRpxn/GpavODLejo1FDLv6jW/LsN1WH83//ZdQ+SyrBIEj2Km9YeBIRERER5SEuLhb2WdI8PiUvjlBCyMyEQmbcvp3lStyJvmLUPqns4z2eRERERER50Gi0MDPBCpUSMsAgSL6b7X+ZQQZtpvFXeEskvcHUGZQZXPEkIiIiIsqDSqWE3sirjgCgh/DPFr4m6Fdpbpzde6n84IonEREREVEe1GpHPDMzwNhLj4nIgqBSwqAXIDdiARpvyEJVFxej9VeSlcd7MaXCFU8iIiIiojxUrGgLbQXjrwDeVehQo3ZtxAk6o/Z7p4ICzdv5GrVPKvtMWniePn0agYGB8PVtB0/Pujh27FiOnwuCgBUrVsDXtx0aN26EYcOG4caNGybKloiIiIjKK7sqTkiD3qh9xlQyR6vXXsMNGLfwvFtBgUaNGhu1z5JK0AuSvcobkxaeGRnp8PSsizlz5ub68/Xr12HTpo2YM2cuvv12D9RqB4wePQqpqalGzpSIiIiIyrPu/QfgjIXxCkADBDywlGPw0BE4Y2u8x6mkCwboKlWEra2d0fosyfg4FfGYtPD082uPqVOnwd/f/6WfCYKALVu2IDAwEP7+/vDw8EBwcAgyMzNx6NAhE2RLREREROVVnwEDcc7eDAKMUzBckmfAPyAATk5VULGOG54YjFP0/qHU4a0JE43SF5UvJXZzoZiYGMTHx6Nt23bZx1QqFby9vXH+/HkMGjToleeaYPOvHP2aqv+yiuMqHY6tNDiu0uHYSoPjKh2OrTRMMa4VKligRccOuLr9GOoZLCTtS4CAP9Rm2BQ4ATIZMO7D6dg45m2MypC0W+gEAadtzTC7bwDn7P+Ux0tipVJiC8/4+HgAgL29fY7j9vYOiI2NfeV5lStbQaEw7Z5J9vY2Ju2/rOK4SodjKw2Oq3Q4ttLguEqHYysNY4/rguVfwP93b9S+b4BKwgsH/7LQotvIt1C3risAoGdPf2xr0RBXT1yGp1y6TY72W2Zh6rx5qFrVPv/GhSCwdiOU4MLzBdlLX7cIeX4D8/RpmklXPO3tbZCYmMJ/YCLiuEqHYysNjqt0OLbS4LhKh2MrDdONqxnenTcPe6bOxsDn0hSAz5CFcy422Df1QyQkpGQfn7dsJd7q1BEznxtgLhO/6L1p0CCpXh0MGjZU9HEt1V+8GAymzqDMKLGFp1qtBgAkJCTA0dEx+3hiYiLs7R3yPNfU/2EXBNPnUBZxXKXDsZUGx1U6HFtpcFylw7GVhinGtWuPXjj2/SH8+eNfaJsu7qY/6dBjk5MeX23YBIXCLMdns7OrjJlLvsSKKe9iapo5zERcaYkz6LDdyRxbQ9cD4HwlaZTY53hWr14darUap079mX1Mq9Xi9OnTaNq0qQkzIyIiIqLyLGTVajxu54WTllrRYqZCj7VOWZi3YT3c3T1ybePXsTNGfT4fS600yBTEWYl7oNdgraMZ1u498NItbsTHqYjJpIVnWloaoqOjER0dDeCfDYWio6MRGxsLmUyG4cOHIzQ0FEePHsX169cxa9YsWFhYoGfPnqZMm4iIiIjKMblcjlVbtkHfpwO2VtYgvZjP94xSZGJtTRmCt3+DFt4+ebbt0bsP3l2xAosqGxAlaIrcp0EQcFipxbd1HbHh4A+oVq16kWMRFYRJL7WNjIzEiBHDs98HBy8EAPTp0xfBwcEYO3YcMjM1mDfvMyQlJaFRo8YIC9sAa2trU6VMRERERAS5XI75y5bj5B8n8Pm0afCNzUCzLAsoUPBLYBOgw4+VDVD7tcK3Xy4r8N+4vh06ovGvJ/DR5En48+xFvJ4mQzV5wS77NQgCLgiZ+MlWjl7j3sanEyZBLi+xF0GaXHl83qZUZAZD2bqC+983YRubTAY4ONggIYEbCIiJ4yodjq00OK7S4dhKg+MqHY6tNErauKalpWHT6lU4vGsX6jzTomGygOowh1kuRWgSsnBTrsVptRJ2Hm4InDkL3t4ti9z3pUsXsO6LxXgYGYUmyTq4ZcngKldB+a8NiFIFPW7qM3HTSoloKzO079kLIyZMyrGPCiDduDo4lN7Nhbzbr5Us9ukTb0sWuyQqsZsLERERERGVBlZWVpj0wXRMeO8D/PHHCfz63Xc4evEiMp8nAzod5JDBIJdBbmkBx2ouaOHnh9VvDn6p8CuKRo2aYMWWbUhKeo4//zyJc7+fwOHz56DLyIBMAAS5DLaV7dG0bVsEtG0Hb28fmJmxBCDj46wjIiIiIhKBXC5H+/Yd0b59x+xjgiDAYDBAoVBI2retrR169OiJHj24F4qo+DgV0fCCbiIiIiIiichkMsmLTqLSgCueREREREREuSiPjz2RClc8iYiIiIiISFJc8SQiIiIiIsoFH6ciHq54EhERERERkaTK3HM8iYiIiIiIqGThiicRERERERFJioUnERERERERSYqFJxEREREREUmKhScRERERERFJioUnERERERERSYqFZwGdPn0agYGB8PVtB0/Pujh27Fie7cPDw+HpWfel1+3bt4yUcekQGhqK/v37oVmzpmjTpjUmTZqI27dv53teREQEAgIC0KhRQ3Tp0hk7d+4wQralS1HGlvM2fzt2bEfv3r3QvHkzNG/eDG+++SZ+//1EnudwvhZMYceW87VoQkND4elZFwsWfJ5nO87bwinIuHLOFsyKFSteGqN27drmeQ7na/4KO66cryQ2M1MnUFpkZKTD07MuAgICMGXK5AKf9+OPP8Ha2jr7feXKlaVIr9Q6fToCb701BA0bNoRer8fSpUsxduwYHDp0GJaWlrmeExPzAOPHv40BAwZg8eLFOHfuHObN+wyVKlVG165djfwJSq6ijO0LnLev5uRUBe+//wFq1qwJADhw4AAmTZqEffv2w93d/aX2nK8FV9ixfYHzteAuX76E3bt3oW7dunm247wtnIKO6wucs/lzd3fHhg0bs98rFIpXtuV8LbjCjOsLnK8kFhaeBeTn1x5+fu0LfZ69vT0qVqwoQUZlw/r1YTneL1y4EG3atEZUVBS8vb1zPWfnzp2oWrUqZs/+CABQu3ZtREZexoYNG/gL5l+KMrYvcN6+WqdOnXK8nzZtGnbu3IGLFy/kWhxxvhZcYcf2Bc7XgklLS8MHH3yIoKD5WL16dZ5tOW8LrjDj+gLnbP4UCgXUanWB2nK+FlxhxvUFzlcSCy+1lVjfvn3g69sOI0eOwN9//23qdEq8lJQUAICtre0r21y4cAFt2+a8NKRdO19ERUVCp9NJml9pVpCxfYHztmD0ej0OHz6M9PR0NGnSNNc2nK9FU5CxfYHztWDmzZuHDh3ao02bNvm25bwtuMKM6wucs/m7d+8efH3boXPnTnjvvWl48ODBK9tyvhZcYcb1Bc5XEgtXPCWiVqsxb14QvLy8oNVqcfDgdxg1aiS2bNma72pTeSUIAoKDF6J58+bw8PB4Zbv4+AS0a+eQ45i9vT2ysrLw7NkzODo6Sp1qqVPQseW8LZhr165h8OBB0Gg0sLS0xMqVq1CnTp1c23K+Fk5hxpbzteAOHz6MK1euYM+ePQVqz3lbMIUdV87ZgmncuBGCg0Pg6uqKxMRErF69GoMHD8L33x9CpUqVXmrP+VowhR1XzlcSGwtPibi5ucHNzS37fdOmTfHoURw2bAjjP9ZXCAqah2vXrmP79u35tpXJZP85IrziOAEFH1vO24KpVasW9u8/gOTkZBw5cgQzZ87A1q3fvLJA4nwtuMKMLedrwTx69AgLFnyOsLANMDc3L/B5nLd5K8q4cs4WzH9vbWrSpAn8/V/DgQMHMGrUqFzP4XzNX2HHlfOVxMZLbY2oSZPGuHfvnqnTKJGCgoLw66+/YsuWzahSpUqebdVqByQkxOc4lpj4FGZmZrCzs5Mwy9KpMGObG87bl6lUKri4uKBhw4Z4//334enpiS1btuTalvO1cAoztrnhfH1ZVFQUEhMT0a9fALy86sPLqz5On47A1q1b4eVVH3q9/qVzOG/zV5RxzQ3nbP4sLS3h4eGBe/fu5vpzzteiyW9cc8P5SsXBFU8junIlutA3dJd1giAgKCgIx44dxZYtW1G9eo18z2nSpAl+++23HMf+/PMkvLwaQKlUSpVqqVOUsc0N523+BEGAVqvN9Wecr8WT19jmhvP1Za1atcLBg9/nODZ79iy4ublh7Nhxue5qyXmbv6KMa244Z/On1Wpx69YtNG/ePNefc74WTX7jmhvOVyoOFp4FlJaWhvv372e/j4mJQXR0NGxtbeHs7IwlS5bgyZPHCAlZBADYvHkTqlWrjjp16kCn0+HgwYM4cuRnLF++wlQfoUSaN+8zHDp0CKtWfQ0rKyvEx//zjaWNjQ0sLCwA4KWxHTRoELZt24aFCxdi4MCBuHDhPPbu3Ysvvlhiss9REhVlbDlv8/fll1/Cz88PVapUQVpaGn744QdERERg3br1ADhfi6OwY8v5WjDW1tYv3dtdoYIl7Ozsso9z3hZeUcaVc7ZgQkJC0LFjRzg7V0Vi4lOsXr0aqamp6NOnLwDO16Iq7LhyvpLYWHgWUGRkJEaMGJ79Pjh4IQCgT5++CA4ORnx8PGJjH2X/XKfTYdGiEDx+/BgWFhaoU6cOQkPXon37wj+SpSzbseOfBzwPHz4sx/EFCxYiICAAAF4a2+rVayA0dC2Cgxdi+/ZtcHR0xEcffcQt0/+jKGPLeZu/xMQETJ8+HfHxT2BjY4O6deti3br12Tsqcr4WXWHHlvNVPJy30uCcLZrHj+Pw/vvv4fnz56hUqRIaN26CXbt2o1q1agA4X4uqsOPK+UpikxkMgmDqJIiIiIiIiKjs4uZCREREREREJCkWnkRERERERCQpFp5EREREREQkKRaeREREREREJCkWnkRERERERCQpFp5EREREREQkKRaeREREREREJCkWnkRERERERCQpFp5ERFRi7Nu3D97eLQp1zsyZMzFp0kSJMiIiIiIxsPAkIqIi2blzB5o1a4qsrKzsY2lpaWjQwAtDhryVo+2ZM2fg6VkXd+7cyTNmjx498NNPP4uea6dOnbB58ybR4xIREVHBsPAkIqIiadnSB+np6YiMjMw+dvbsGTg4OODy5cvIyMjIPh4REQ5HR0fUqlUrz5gWFhawt7eXLGciIiIyDRaeRERUJG5ubnB0dERERET2sYiICHTq1Bk1a9bE+fPncxz38fGBVqvF4sWL4Ofni6ZNm2DgwAEIDw/PbpfbpbarV3+NNm1ao1mzpvj444+wZMkX6NPnjZfyCQsLg69vO/j4+GDevM+g0+kAAMOGDUNs7EMsXLgQnp514elZV+yhICIionyw8CQioiJr2bJljsIxPDwcLVu2hLe3d/ZxrVaLCxcuwMfHB7Nnz8K5c+fw5ZdL8d13B9G1azeMGzcWd+/ezTX+998fxJo1a/D++x9g7959qFq1Knbs2PFSu/DwcDx4cB+bN29GcHAw9u/fj/379wMAVqxYgSpVqmDKlCn444+T+OOPk+IPBBEREeWJhScRERVZy5Y+OH/+HLKyspCamoro6Gh4e3vD27slIiL+KTwvXryIzMxMtGzpg8OHD2PZsq/QokUL1KxZE2PGjEHz5s2xb9++XON/88036NevP/r164datWph0qR34OHh8VK7ihVtMWfOXLi51UbHjh3Rvn17/P33XwAAOzs7yOUKWFlZQa1WQ61WSzcgRERElCszUydARESll4/PP/d5Xr58GcnJyXB1dYW9vT28vb0xY8Z0pKenIyIiHM7OzrhyJQqCIKB79245Ymi1WtjZ2eUa/86dOxg8OOdGRQ0bNkJ4+N85jrm714FCoch+r1arcf36dXE+JBERERUbC08iIioyFxcXVKlSBeHh4UhOToK3tzeAfwq/atWq4dy5cwgPD4ePTysYDAIUCgX27Nmbo0gEAEtLy1f2IZP994jwUhszs5y/zmQyGQyGl9sRERGRafBSWyIiKhYfHx9EREQgIiICLVu2zD7u7d0SJ0+exMWLF+Hj44N69epBr9fj6dOncHFxyfF61eWvtWrVwqVLl3Mc+/cuugWlVCqh1xsKfR4RERGJg4UnEREVS8uWPjh37iyuXr0Kb++W/zrujW+/3Q2NRgMfHx/UqlULvXr1wowZ03HkyBHExDzA5cuXsG7dWpw4cSLX2EOHDsXevXuwf/9+3L17F6tXf41r165B9vIyaJ6qVauGM2dO4/Hjx3j27GmxPi8REREVHi+1JSKiYvHx8UFmZibc3Nzg4OCQfdzbuyXS0tJQs2ZNVK1aFQCwYMFCrF69GiEhwXjy5Ans7OzQpEkT+Pm1zzV2r1698eDBAyxaFAKNRoPu3bujb9++L62C5mfKlCn45JO5eO21LtBqtbh69VrRPzAREREVmsxgEHgTDBERlRqjR4+Cg4MDFi1abOpUiIiIqIC44klERCVWRkYGdu7ciXbt2kGhkOPQocM4deoUNmzYaOrUiIiIqBC44klERCVWZmYmJkwIxJUrV6DValGrVi0EBk6Av7+/qVMjIiKiQmDhSURERERERJLirrZEREREREQkKRaeREREREREJCkWnkRERERERCQpFp5EREREREQkKRaeREREREREJCkWnkRERERERCQpFp5EREREREQkKRaeREREREREJKn/A2TADW2GwW2kAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotx\n",
    "\n",
    "mtcars = pd.read_csv('./data/mtcars.csv')\n",
    "x = mtcars['wt']  # 重量\n",
    "y = mtcars['mpg']  # 燃油效率\n",
    "size = mtcars['disp']  # 用于设置散点大小的排量数据\n",
    "fill = mtcars['disp']\n",
    "# 在指定样式下创建图形\n",
    "with plt.style.context(matplotx.styles.pitaya_smoothie['light']):\n",
    "    # 创建图形并设置大小和分辨率\n",
    "    plt.figure(figsize=(12,6),dpi=100)\n",
    "    # 创建散点图\n",
    "    scatter = plt.scatter(x,y,c=size,s=size,linewidths=0.5,edgecolors='k',cmap='RdYlBu_r')\n",
    "    # 添加颜色条\n",
    "    cbar = plt.colorbar(scatter)\n",
    "    cbar.set_label('disp')  # 设置颜色条标签\n",
    "# 创建散点尺寸的图例\n",
    "sizes = [20,60,140,180,220]\n",
    "scatter_legend = [plt.scatter([],[],c='#46509b',s=size,label=f\"{size}\",alpha=0.6)\n",
    "                  for size in sizes]\n",
    "# 添加图例\n",
    "plt.legend(handles=scatter_legend,title=\"Sizes\",loc=\"upper right\")\n",
    "\n",
    "# 设置图表标题和坐标轴标签\n",
    "plt.title(\"Scatter plot with color bars\",fontsize=16)\n",
    "plt.xlabel('Weight')\n",
    "plt.ylabel('MPG')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "6f6c5859-1959-4660-aeea-9d254591bc0d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd  \n",
    "import matplotlib.pyplot as plt  \n",
    "  \n",
    "# 读取数据  \n",
    "mtcars = pd.read_csv('./data/mtcars.csv')  \n",
    "# 提取数据  \n",
    "x = mtcars['wt']  # 重量  \n",
    "y = mtcars['mpg']  # 燃油效率  \n",
    "colors = mtcars['disp']  # 用于设置散点颜色的排量数据  \n",
    "sizes = mtcars['disp'] * 2  # 用于设置散点大小的排量数据（乘以2以更清晰地显示差异）  \n",
    "  \n",
    "# 创建图形并设置大小和分辨率  \n",
    "plt.figure(figsize=(12, 6), dpi=100)  \n",
    "# 创建散点图  \n",
    "scatter = plt.scatter(x, y, c=colors, s=sizes, linewidths=0.5, edgecolors='k', cmap='RdYlBu_r')  \n",
    "# 添加颜色条  \n",
    "cbar = plt.colorbar(scatter)  \n",
    "cbar.set_label('Displacement (color)')  # 设置颜色条标签  \n",
    "   \n",
    "# 设置图表标题和坐标轴标签  \n",
    "plt.title(\"Scatter plot of MPG vs Weight colored by Displacement\", fontsize=16)  \n",
    "plt.xlabel('Weight')  \n",
    "plt.ylabel('Miles Per Gallon (MPG)')  \n",
    "  \n",
    "# 显示图表  \n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "b2e600f0-926f-427f-89ac-776ec92c6ef7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotx\n",
    "\n",
    "mtcars = pd.read_csv('./data/mtcars.csv')\n",
    "x = mtcars['wt']  # 重量\n",
    "y = mtcars['mpg']  # 燃油效率\n",
    "# 在指定样式下创建图形\n",
    "with plt.style.context(matplotx.styles.pitaya_smoothie['light']):\n",
    "    # 创建图形并设置大小和分辨率\n",
    "    plt.figure(figsize=(12,6),dpi=100)\n",
    "    # 创建散点图\n",
    "    scatter = plt.scatter(x,y,c=fill,s=100,linewidths=0.5,edgecolors='k',cmap='RdYlBu_r')\n",
    "    # 添加颜色条\n",
    "    cbar = plt.colorbar(scatter)\n",
    "    cbar.set_label('disp')  # 设置颜色条标签\n",
    "# 创建散点尺寸的图例\n",
    "sizes = [20,60,140,180,220]\n",
    "scatter_legend = [plt.scatter([],[],c='#46509b',s=size,label=f\"{size}\",alpha=0.6)\n",
    "                  for size in sizes]\n",
    "# 添加图例\n",
    "plt.legend(handles=scatter_legend,title=\"Sizes\",loc=\"upper right\")\n",
    "\n",
    "# 设置图表标题和坐标轴标签\n",
    "plt.title(\"Scatter plot with color bars\",fontsize=16)\n",
    "plt.xlabel('Weight')\n",
    "plt.ylabel('MPG')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5ebf435c-ff54-4d64-90ca-3f69046cae3f",
   "metadata": {},
   "source": [
    "4 基础散点图——带数据标签散点图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "1dd88dce-1201-444b-96c6-01f0e5a4aefa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotx\n",
    "\n",
    "mtcars = pd.read_csv('./data/mtcars.csv')\n",
    "name = mtcars['name']\n",
    "y = mtcars['hp']  # 发动机功率\n",
    "x = mtcars['mpg']  # 燃油效率\n",
    "with plt.style.context(matplotx.styles.pitaya_smoothie['light']):\n",
    "    # 创建图形并设置大小和分辨率\n",
    "    plt.figure(figsize=(12,6),dpi=100)\n",
    "    # 创建散点图\n",
    "    scatter = plt.scatter(x,y,c=size,s=200,linewidths=0.5,edgecolors='k',cmap='RdYlBu_r')\n",
    "    plt.colorbar()\n",
    "\n",
    "    for a,b,c in zip(x,y,name):\n",
    "        plt.text(a+.1,b+.3,c,va='center',ha='left',fontsize=12)\n",
    "\n",
    "# 设置图表标题和坐标轴标签\n",
    "plt.title(\"Scatter plot with color bars\",fontsize=16)\n",
    "plt.xlabel('Weight')\n",
    "plt.ylabel('MPG')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "28777175-3b88-46ea-a6a0-9a81b29a6468",
   "metadata": {},
   "source": [
    "# 创建带有自定义颜色和大小的散点图  \r\n",
    "plt.scatter(x, y, c='red', s=100)  # c 参数设置颜色，s 参数设置点的大小"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3981f376-7713-498c-9eaf-b95ed7366ea0",
   "metadata": {},
   "source": [
    "x 和 y，它们分别表示散点图中点的 x 和 y 坐标。接下来，我们使用 plt.scatter() 函数来创建散点图，并传递 x 和 y 作为参数。"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
